From d69495de2030b8f78f9f376b022c64cb43085e35 Mon Sep 17 00:00:00 2001 From: Peter Reutemann Date: Wed, 24 Jul 2024 11:59:56 +1200 Subject: [PATCH] updated documentation --- _sources/install.rst.txt | 20 ++++++++++---------- install.html | 20 ++++++++++---------- searchindex.js | 2 +- 3 files changed, 21 insertions(+), 21 deletions(-) diff --git a/_sources/install.rst.txt b/_sources/install.rst.txt index 18fa379..6e3f0ce 100644 --- a/_sources/install.rst.txt +++ b/_sources/install.rst.txt @@ -39,27 +39,27 @@ First, you need to be able to compile C/C++ code and Python modules: .. code-block:: bash - sudo apt-get install build-essential python3-dev + sudo apt install build-essential python3-dev Now, you can install the various packages that we require for installing *python-weka-wrapper3*: .. code-block:: bash - sudo apt-get install python3-pip python3-numpy python3-venv + sudo apt install python3-pip python3-numpy python3-venv The following packages are optional, but necessary if you also want some graphical output: .. code-block:: bash - sudo apt-get install python3-pil python3-matplotlib python3-pygraphviz + sudo apt install python3-pil python3-matplotlib python3-pygraphviz libgraphviz-dev Install OpenJDK as well, in order to get all the header files for compilation: .. code-block:: bash - sudo apt-get install default-jdk + sudo apt install default-jdk Create a virtual environment using the *venv* module that : @@ -90,21 +90,21 @@ You need to be able to compile C/C++ code and Python modules: .. code-block:: bash - apt-get install build-essential python3-dev + apt install build-essential python3-dev Now, you can install the various packages that we require for installing *`python-weka-wrapper3*: .. code-block:: bash - apt-get install python3-pip python3-numpy python3-venv + apt install python3-pip python3-numpy python3-venv The following packages are optional, but necessary if you also want some graphical output: .. code-block:: bash - apt-get install python3-pil python3-matplotlib python3-pygraphviz + apt install python3-pil python3-matplotlib python3-pygraphviz libgraphviz-dev Older Debian versions used `python3-imaging` instead of `python3-pil`. @@ -185,7 +185,7 @@ graphical output and plots: * numpy * PIL (optional) * matplotlib (optional) -* pygraphviz (optional) +* pygraphviz (optional; requires graphviz headers) Create a virtual environment using the *venv* module that : @@ -210,8 +210,8 @@ In a Python 3 COLAB environment, you need to run the following steps for full fu .. code-block:: bash # install dependencies - !apt-get install build-essential python3-dev - !apt-get install python3-pil python3-pygraphviz + !apt install build-essential python3-dev + !apt install python3-pil python3-pygraphviz libgraphviz-dev !apt install openjdk-11-jdk # install pww3 !pip install wheel diff --git a/install.html b/install.html index 2d146a3..dcea423 100644 --- a/install.html +++ b/install.html @@ -57,21 +57,21 @@

Optional features

Ubuntu

First, you need to be able to compile C/C++ code and Python modules:

-
sudo apt-get install build-essential python3-dev
+
sudo apt install build-essential python3-dev
 

 

 
Now, you can install the various packages that we require for installing
 python-weka-wrapper3:

-
sudo apt-get install python3-pip python3-numpy python3-venv
+
sudo apt install python3-pip python3-numpy python3-venv
 

 

 
The following packages are optional, but necessary if you also want some
 graphical output:

-
sudo apt-get install python3-pil python3-matplotlib python3-pygraphviz
+
sudo apt install python3-pil python3-matplotlib python3-pygraphviz libgraphviz-dev
 

 

 
Install OpenJDK as well, in order to get all the header files for compilation:

-
sudo apt-get install default-jdk
+
sudo apt install default-jdk
 

 

 
Create a virtual environment using the venv module that :

@@ -93,17 +93,17 @@ 
Debian

 

 
You need to be able to compile C/C++ code and Python modules:

-
apt-get install build-essential python3-dev
+
apt install build-essential python3-dev
 

 

 
Now, you can install the various packages that we require for installing
 `python-weka-wrapper3:

-
apt-get install python3-pip python3-numpy python3-venv
+
apt install python3-pip python3-numpy python3-venv
 

 

 
The following packages are optional, but necessary if you also want some
 graphical output:

-
apt-get install python3-pil python3-matplotlib python3-pygraphviz
+
apt install python3-pil python3-matplotlib python3-pygraphviz libgraphviz-dev
 

 

 
Older Debian versions used python3-imaging instead of python3-pil.

@@ -167,7 +167,7 @@ 
Other Linux distributions
python3 -m venv pww3
@@ -184,8 +184,8 @@ 
Other Linux distributions

 
In a Python 3 COLAB environment, you need to run the following steps for full functionality:

 
# install dependencies
-!apt-get install build-essential python3-dev
-!apt-get install python3-pil python3-pygraphviz
+!apt install build-essential python3-dev
+!apt install python3-pil python3-pygraphviz libgraphviz-dev
 !apt install openjdk-11-jdk
 # install pww3
 !pip install wheel
diff --git a/searchindex.js b/searchindex.js
index b718a68..4bf6dac 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"docnames": ["commandline", "development", "docker", "examples", "flow", "index", "install", "modules", "troubleshooting", "weka", "weka.core", "weka.flow", "weka.plot"], "filenames": ["commandline.rst", "development.rst", "docker.rst", "examples.rst", "flow.rst", "index.rst", "install.rst", "modules.rst", "troubleshooting.rst", "weka.rst", "weka.core.rst", "weka.flow.rst", "weka.plot.rst"], "titles": ["Command-line", "Development", "Docker", "Examples", "Flow", "Introduction", "Installation", "weka", "Troubleshooting", "weka package", "weka.core package", "weka.flow package", "weka.plot package"], "terms": {"from": [0, 1, 2, 4, 5, 8, 9, 10, 11, 12], "python": [0, 1, 2, 3, 4, 5, 6, 8, 10], "weka": [0, 1, 3, 4, 5, 6, 8], "wrapper3": [0, 1, 2, 3, 4, 5, 6], "behav": [0, 4], "similar": [0, 2, 3, 4, 9], "itself": [0, 3, 4], "i": [0, 1, 2, 3, 4, 6, 8, 9, 10, 11, 12], "e": [0, 2, 3, 4, 6, 8, 9, 10, 11], "most": [0, 2, 3, 9], "option": [0, 4, 5, 8, 9, 10, 11, 12], "ar": [0, 1, 2, 3, 4, 5, 6, 8, 9, 10, 11, 12], "avail": [0, 2, 3, 4, 5, 6, 9, 10, 11, 12], "well": [0, 3, 4, 5, 6, 9, 10], "follow": [0, 2, 3, 4, 5, 6, 8, 9, 10], "j": [0, 9], "ad": [0, 1, 2, 3, 4, 5, 9], "addit": [0, 2, 4, 5, 9, 10], "jar": [0, 2, 3, 5, 10], "same": [0, 2, 4, 6, 9, 10, 12], "format": [0, 4, 9, 10, 11, 12], "classpath": [0, 2, 3, 5, 10], "platform": [0, 5], "g": [0, 2, 3, 4, 6, 8, 9, 10, 11], "linux": [0, 4, 5], "some": [0, 3, 4, 5, 6, 8, 9, 11], "where": [0, 3, 4, 9, 10], "other": [0, 2, 3, 4, 5, 9, 10, 11, 12], "place": 0, "b": [0, 3], "x": [0, 3, 5, 7, 9, 10, 12], "defin": [0, 3, 4, 9], "maximum": [0, 3, 9, 10, 12], "heap": [0, 3, 10], "size": [0, 3, 5, 7, 9, 10, 12], "512m": [0, 3, 10], "512": [0, 3], "mb": [0, 3], "The": [0, 1, 2, 3, 4, 5, 6, 8, 9, 10, 11, 12], "exampl": [0, 1, 2, 5, 9, 10, 12], "all": [0, 2, 3, 4, 5, 8, 9, 10, 11, 12], "bash": 0, "environ": [0, 2, 3, 6, 8, 9, 10], "window": [0, 5, 9, 12], "user": [0, 1, 3, 4, 6, 9, 10, 12], "have": [0, 1, 2, 3, 4, 6, 8, 9, 10], "replac": [0, 10], "forward": [0, 4, 10, 11], "slash": [0, 10], "backslash": 0, "singl": [0, 2, 3, 9, 10], "end": [0, 9], "remov": [0, 3, 9, 10, 11], "artif": [0, 3, 9], "can": [0, 1, 2, 3, 4, 5, 6, 8, 9, 10, 11], "us": [0, 1, 2, 3, 4, 5, 8, 9, 10, 11, 12], "one": [0, 3, 4, 8, 9, 10, 11, 12], "": [0, 2, 3, 4, 5, 6, 8, 9, 10, 12], "agraw": [0, 3, 9], "classif": [0, 3, 9, 11, 12], "pww": [0, 2], "datagener": [0, 3, 4, 5, 7, 11], "o": [0, 2, 3, 8, 10], "tmp": 0, "out": [0, 3, 4, 8, 9], "arff": [0, 2, 3, 4, 9], "help": [0, 4, 5, 6, 10], "screen": [0, 10], "usag": [0, 5], "h": [0, 2, 9, 10], "execut": [0, 3, 4, 5, 9, 10, 11], "call": [0, 2, 3, 4, 5, 9, 10], "jvm": [0, 1, 2, 5, 6, 7, 8, 9], "start": [0, 2, 4, 5, 8, 9, 10], "stop": [0, 2, 4, 5, 6, 8, 9, 10, 11], "automat": [0, 1, 3, 4, 5, 9, 10, 11], "posit": [0, 9, 10, 12], "argument": [0, 9, 10], "classnam": [0, 1, 2, 4, 5, 9, 10, 12], "led24": 0, "show": [0, 3, 6, 9, 12], "thi": [0, 1, 2, 3, 4, 6, 8, 9, 10], "messag": [0, 3, 4, 8, 10, 11], "exit": [0, 3, 6, 8, 10], "directori": [0, 2, 3, 4, 6, 8, 10, 11], "max": [0, 3, 4, 9, 10], "dataset": [0, 2, 4, 5, 7, 8, 9, 11], "last": [0, 2, 3, 4, 9, 10], "my": [0, 3], "iri": [0, 3, 4], "c": [0, 2, 3, 4, 6, 8], "unsupervis": [0, 3, 9, 10], "r": [0, 3], "For": [0, 1, 2, 3, 4, 9, 11], "batch": [0, 9], "you": [0, 1, 2, 3, 4, 5, 6, 8], "input": [0, 4, 5, 7, 9, 10, 11], "output": [0, 2, 4, 5, 6, 7, 9, 10, 11, 12], "second": [0, 3, 5, 7, 9, 10], "file": [0, 3, 4, 6, 8, 9, 10, 11, 12], "input1": 0, "output1": 0, "input2": 0, "output2": 0, "classindex": 0, "allfilt": [0, 9], "1": [0, 2, 3, 4, 8, 9, 10, 12], "2": [0, 2, 3, 4, 5, 9, 10], "base": [0, 3, 4, 8, 9, 10, 11, 12], "class": [0, 1, 2, 3, 4, 5, 7, 9, 11, 12], "index": [0, 3, 4, 9, 10, 11, 12], "how": [0, 3, 4, 6, 8, 9, 10], "cross": [0, 4, 5, 9, 10, 11], "valid": [0, 4, 5, 9, 10, 11], "j48": [0, 2, 3, 4, 8, 10], "confid": [0, 9], "factor": 0, "0": [0, 2, 3, 4, 6, 9, 10, 12], "3": [0, 2, 3, 5, 6, 9, 10], "uci": 0, "t": [0, 2, 4, 6, 9, 10], "tree": [0, 2, 3, 4], "train": [0, 2, 3, 4, 9, 10, 11, 12], "test": [0, 2, 3, 5, 6, 7, 9, 10, 12], "d": [0, 3, 4, 10], "outmodel": 0, "l": [0, 2, 6, 10], "inmodel": 0, "num": [0, 3], "fold": [0, 3, 4, 5, 7, 9, 10], "seed": [0, 5, 7, 9, 10, 12], "v": [0, 2, 11], "k": [0, 3, 11], "m": [0, 4, 6, 8, 10], "costmatrix": [0, 5, 7, 9], "graph": [0, 5, 6, 7, 8, 9], "perform": [0, 3, 4, 6, 9, 10, 11], "regress": [0, 3, 9], "set": [0, 3, 4, 6, 8, 9, 10, 11, 12], "model": [0, 4, 5, 9, 11], "name": [0, 1, 2, 4, 5, 6, 8, 9, 10, 11, 12], "number": [0, 1, 9, 10, 12], "valu": [0, 3, 4, 9, 10, 11, 12], "random": [0, 2, 3, 9, 10], "statist": [0, 3, 9, 10, 12], "onli": [0, 3, 4, 6, 9, 10, 12], "don": [0, 4, 6, 9], "inform": [0, 3, 8, 9, 10], "retriev": [0, 3, 4, 9, 10, 12], "theoret": 0, "cost": [0, 9], "matrix": [0, 3, 4, 5, 7, 9, 10, 11, 12], "support": [0, 2, 3, 6, 8, 9, 10], "evalu": [0, 2, 4, 5, 7, 9, 11, 12], "simplekmean": [0, 3, 9], "n": [0, 2, 3, 4, 10], "p": [0, 3, 12], "rang": [0, 3, 9, 10], "bestfirst": [0, 3, 9], "search": [0, 3, 5, 7, 9, 10, 11], "algorithm": [0, 3, 9], "cfssubsetev": [0, 3, 9], "attsel": [0, 3], "5": [0, 3, 9], "42": 0, "attributeselect": [0, 3, 4, 5, 7, 9, 11], "method": [0, 3, 4, 5, 9, 10, 11], "like": [0, 1, 2, 3, 4, 6, 8, 9, 10], "apriori": [0, 3], "run": [0, 2, 3, 4, 5, 6, 7, 8, 9, 10], "9": [0, 3, 5, 6], "an": [0, 1, 3, 4, 6, 8, 9, 10, 11, 12], "version": [0, 2, 3, 5, 6, 7, 8, 9], "newer": 0, "than": [0, 1, 3, 9, 10], "also": [0, 1, 2, 3, 4, 6, 8, 9, 10], "offer": [0, 3, 4], "via": [0, 3, 4, 8, 9, 10], "There": 0, "sever": 0, "sub": [0, 3, 4], "about": [0, 4], "more": [0, 1, 2, 3, 4, 9], "contain": [0, 1, 2, 3, 4, 5, 7, 8, 9, 10], "specifi": [0, 2, 3, 4, 9, 10, 11, 12], "whether": [0, 3, 9, 10, 11, 12], "simpli": [0, 1, 2, 4, 8], "true": [0, 2, 3, 4, 8, 9, 10, 11, 12], "fals": [0, 3, 4, 9, 10, 12], "done": [0, 3], "f": [0, 3, 9], "text": [0, 3, 10], "json": [0, 4], "what": [0, 4, 8, 9], "store": [0, 3, 4, 9, 10, 11], "stdout": [0, 3, 4], "suppli": [0, 3, 9, 10], "refresh": [0, 10], "cach": [0, 6, 8, 10], "achiev": [0, 2, 3], "brief": 0, "full": [0, 3, 6, 10, 12], "type": [0, 3, 5, 8, 9, 10, 11, 12], "append": [0, 4, 5, 7, 9, 10], "pin": 0, "specif": [0, 3, 4, 10], "If": [0, 2, 3, 6, 8, 9, 10], "sure": [0, 6, 8, 9], "which": [0, 1, 2, 5, 8, 9, 10], "certain": 0, "part": [0, 9], "work": [0, 3, 5, 8, 10], "offici": [0, 3], "exact": [0, 3, 10], "match": [0, 3, 4, 9, 10], "exactli": 0, "substr": [0, 10], "origin": [1, 3, 9, 10, 11], "code": [1, 2, 3, 4, 5, 6, 8, 9, 10], "librari": [1, 3, 5, 6, 8], "shield": 1, "complic": 1, "java": [1, 3, 4, 5, 6, 9, 10], "nativ": 1, "interfac": [1, 3, 9, 10], "jni": 1, "requir": [1, 3, 4, 6, 8, 9, 10, 11], "commun": [1, 5], "object": [1, 3, 4, 9, 10, 11, 12], "virtual": [1, 5, 6, 8], "machin": [1, 5, 6], "after": [1, 6, 9, 10, 11], "migrat": 1, "javabridg": [1, 5], "jpype": [1, 5, 8, 9, 10], "longer": [1, 6], "case": [1, 3, 9, 10, 11, 12], "But": 1, "thank": [1, 3], "wrapper": [1, 5, 6, 8, 9, 10], "underli": [1, 2, 5, 8, 9, 10], "could": [1, 3], "chang": [1, 8], "without": [1, 3, 9], "affect": 1, "ani": [1, 2, 3, 4, 9, 10, 11], "written": 1, "long": [1, 6, 9, 10], "low": [1, 3], "level": [1, 3, 9, 10], "access": [1, 4, 5, 9, 10], "wa": [1, 3, 6, 9, 10, 12], "jwrapper": [1, 9, 10], "jclass": [1, 9, 10], "properti": [1, 4, 5, 9, 10, 11], "made": [1, 9], "look": [1, 2, 5, 10], "rather": [1, 3, 9], "jobject": [1, 9, 10], "sinc": [1, 2, 3, 9], "here": [1, 2, 3, 6, 8], "snippet": [1, 3, 4], "buildclassifi": 1, "classifi": [1, 2, 4, 5, 7, 8, 10, 11], "self": [1, 4, 10], "data": [1, 2, 4, 5, 9, 10, 11, 12], "note": [1, 6], "repres": [1, 9, 10], "we": [1, 2, 3, 6, 9], "want": [1, 2, 3, 4, 6, 9], "core": [1, 2, 3, 4, 5, 7, 8, 9], "instanc": [1, 3, 4, 5, 7, 9, 10, 11, 12], "surround": 1, "add": [1, 3, 4, 5, 6, 8, 9, 10, 11], "below": [1, 3, 4, 6], "makecopi": 1, "abstractclassifi": 1, "make": [1, 2, 6, 8, 9, 11], "copi": [1, 2, 3, 4, 9, 10, 11], "import": [1, 2, 3, 4, 8], "result": [1, 3, 8, 9, 10, 11, 12], "anoth": [1, 3], "typeconv": [1, 5, 7, 9], "modul": [1, 3, 5, 6, 7], "helper": [1, 9], "function": [1, 3, 5, 6, 9, 10], "convert": [1, 2, 3, 4, 5, 7, 9, 11, 12], "between": [1, 9, 10], "In": [2, 3, 6, 9, 10, 11], "order": [2, 3, 6, 9, 10], "reproduc": 2, "variou": [2, 6, 9], "hub": 2, "fracpet": [2, 3, 4, 6, 9], "pww3": [2, 6], "tag": [2, 9, 10], "unfamiliar": 2, "introduct": 2, "scientist": 2, "mine": 2, "co": 2, "nz": 2, "interact": [2, 8], "command": [2, 3, 4, 5, 6, 8, 9, 10], "u": [2, 6, 8], "id": [2, 9, 10], "1_cpu": 2, "instead": [2, 3, 4, 6, 9], "reinstal": [2, 8], "your": [2, 3, 4, 5, 6, 8], "each": [2, 9, 10, 12], "time": [2, 3, 9, 10], "up": [2, 4, 5, 6, 8, 9, 10, 11], "map": [2, 9], "local": [2, 3, 10], "home": [2, 3, 6, 10], "wekafil": [2, 3], "workspac": 2, "deprec": [2, 10], "15": [2, 9], "provid": [2, 3, 4, 5, 9, 10], "nvidia": 2, "delet": [2, 4, 9, 10], "cuda": 2, "10": [2, 3, 4, 9, 10, 12], "14_cuda10": 2, "main": [2, 5, 7, 9, 10], "hierarchi": 2, "directli": [2, 3, 6, 10], "anneal": [2, 3], "our": 2, "current": [2, 3, 4, 9, 10, 11], "pwd": 2, "do": [2, 3, 6, 8, 10], "someth": [2, 4], "rm": 2, "flexibl": 2, "complex": [2, 4, 9], "oper": [2, 4, 5, 6, 7, 9, 10, 12], "would": [2, 6, 9], "normal": [2, 5, 6, 7, 9, 10], "fall": 2, "back": [2, 6, 8, 10], "abov": [2, 4, 6], "translat": 2, "save": [2, 3, 5, 7, 9, 10, 12], "py": [2, 6], "load_any_fil": [2, 3, 9, 10], "class_index": [2, 3, 4, 9, 10, 12], "cl": [2, 3, 9, 10], "evl": [2, 3, 12], "crossvalidate_model": [2, 3, 5, 7, 9], "print": [2, 4, 5, 8, 9, 10], "summari": [2, 3, 4, 5, 7, 9, 10, 11], "python3": [2, 5, 6, 8], "when": [2, 3, 4, 6, 8, 9, 10], "build": [2, 4, 5, 6, 8, 9, 12], "reli": [2, 3], "creat": [2, 4, 5, 6, 9, 10, 11, 12], "littl": 2, "them": [2, 3, 4, 5, 6], "just": [2, 3, 4, 8, 9, 10, 11], "content": [2, 7, 9], "install_packag": [2, 3, 9, 10], "selforganizingmap": 2, "A": [2, 3, 4, 8, 9], "minim": 2, "dockerfil": 2, "14": 2, "pkg": 2, "test_packag": 2, "cluster": [2, 4, 5, 7, 11], "list": [2, 4, 5, 6, 9, 10, 12], "item": [2, 3, 4, 5, 7, 9], "installed_packag": [2, 3, 9, 10], "url": [2, 3, 9, 10], "instanti": [2, 3, 10], "to_commandlin": [2, 3, 9, 10], "To": [2, 8], "latest": [2, 3, 6, 8, 9, 10], "debug": [2, 3, 10], "bundl": [2, 10], "maxheaps": 2, "default": [2, 3, 6, 10, 12], "enabl": [2, 8, 9, 10], "http": [2, 3, 4, 6, 8, 9, 10, 12], "prdownload": 2, "sourceforg": 2, "net": 2, "wekann": 2, "selforganizingmap1": 2, "zip": [2, 3, 10], "download": [2, 3, 6], "2000": 2, "1000": 2, "w": 2, "meant": 3, "sequenc": [3, 4], "thei": [3, 4, 6, 9], "previou": [3, 4, 9], "step": [3, 4, 6, 8, 9, 10], "present": [3, 4, 9, 11], "check": [3, 4, 6, 9, 10, 11], "repositori": [3, 6, 10], "github": [3, 4, 6, 9], "com": [3, 4, 6, 9], "variabl": [3, 4, 6, 8, 9, 10], "instal": [3, 5, 8, 9, 10], "system_cp": [3, 10], "two": [3, 9, 10, 12], "altern": [3, 10], "weka_hom": 3, "latter": 3, "shown": 3, "somwher": 3, "els": [3, 4], "increas": [3, 9], "reserv": [3, 10], "max_heap_s": [3, 10], "system": [3, 6, 8, 9, 10], "system_info": [3, 10], "kei": [3, 9, 10, 11, 12], "pair": [3, 9, 10], "systeminfo": [3, 10], "info": [3, 4, 10, 11, 12], "runtim": [3, 6], "openjdk": [3, 5, 6], "awt": 3, "headless": [3, 6, 8], "vm": 3, "compressedoopsmod": 3, "zero": 3, "11": [3, 5, 6], "assum": [3, 4, 9, 10], "data_dir": 3, "loader": [3, 4, 9, 10], "arffload": [3, 4, 10], "load_fil": [3, 9, 10], "class_is_last": [3, 9, 10], "ha": [3, 5, 6, 8, 9, 10], "conveni": [3, 10], "determin": [3, 4, 9, 10, 12], "extens": [3, 10, 12], "It": [3, 4, 9], "possibl": [3, 8, 9], "string": [3, 4, 9, 10, 11, 12], "first": [3, 6, 9, 10], "third": [3, 10], "get": [3, 4, 5, 6, 8, 9, 10, 11], "interpret": [3, 9, 10], "structur": [3, 4, 9, 10, 12], "its": [3, 4, 6, 9], "onc": [3, 6, 8, 10], "row": [3, 5, 7, 9, 10], "num_att": [3, 11], "create_numer": [3, 9, 10], "date_att": 3, "create_d": [3, 9, 10], "dat": 3, "yyyi": [3, 9, 10], "mm": [3, 9, 10], "dd": [3, 9, 10], "nom_att": 3, "create_nomin": [3, 9, 10], "nom": 3, "label1": 3, "label2": 3, "create_inst": [3, 9, 10], "helloworld": 3, "1415926": 3, "parse_d": [3, 9, 10], "2014": 3, "04": [3, 9], "inst": [3, 9, 10, 11], "add_inst": [3, 9, 10], "71828": 3, "08": 3, "09": 3, "missing_valu": [3, 9, 10], "easili": 3, "construct": 3, "approach": [3, 9], "custom": [3, 4, 9, 10], "column": [3, 5, 7, 9, 10, 12], "cols_x": [3, 10], "col_i": [3, 10], "create_instances_from_list": [3, 9, 10], "randint": 3, "pure": 3, "numer": [3, 4, 9, 10, 12], "_": 3, "y": [3, 5, 7, 9, 10, 12], "mix": 3, "xxx": 3, "integ": [3, 4, 9, 10], "float": [3, 9, 10, 12], "wai": 3, "numpi": [3, 6, 9, 10], "arrai": [3, 9, 10, 12], "obtain": [3, 4, 10, 11, 12], "panda": 3, "frame": 3, "create_instances_from_matric": [3, 9, 10], "np": [3, 9, 10], "randn": 3, "dtype": 3, "s20": 3, "i4": 3, "f8": 3, "transform": [3, 5, 7, 9], "usual": 3, "occur": [3, 9], "appli": [3, 4, 9, 10], "see": [3, 4, 6, 8, 9, 10], "section": [3, 6, 10], "howev": [3, 6], "quit": [3, 4, 10], "often": [3, 9], "quickli": 3, "colunm": 3, "purpos": 3, "under": [3, 9, 10, 12], "hood": [3, 10], "actual": [3, 4, 5, 7, 9, 11], "attribute_nam": [3, 9, 10], "num_inst": [3, 5, 7, 9, 10], "col_nam": [3, 10], "sepallength": 3, "sepalwidth": 3, "petallength": 3, "petalwidth": 3, "indic": [3, 9, 10, 12], "col_rang": [3, 10], "row_rang": [3, 10], "51": 3, "150": 3, "invert": [3, 9, 10], "col": [3, 9, 10], "keep": [3, 8, 10], "relat": [3, 4, 10, 11], "invert_col": [3, 10], "invert_row": [3, 10], "keep_relationam": [3, 10], "05": 3, "make_data": [3, 5, 7, 9], "outputfil": 3, "Or": 3, "api": [3, 8, 9], "dataset_format": [3, 5, 7, 9], "define_data_format": [3, 5, 7, 9], "single_mode_flag": [3, 5, 7, 9], "num_examples_act": [3, 5, 7, 9], "generate_exampl": [3, 5, 7, 9], "allow": [3, 4, 5, 10, 11], "vote": 3, "inputformat": [3, 5, 7, 9], "implement": [3, 4, 9, 10], "to_help": [3, 9, 10], "globalinfo": [3, 10], "listopt": 3, "deriv": [3, 4, 9, 10], "depend": [3, 6, 8, 9, 10], "mai": [3, 8, 9], "alreadi": [3, 10], "shortcut": 3, "through": [3, 4, 6, 9, 11], "constructor": [3, 4, 10], "return": [3, 4, 9, 10, 11, 12], "explor": 3, "doe": [3, 4, 5, 9, 10, 11], "setup": [3, 4, 5, 7, 9, 10, 11], "clipboard": 3, "line": [3, 4, 5, 9, 10, 11, 12], "lot": 3, "revers": 3, "from_commandlin": [3, 9, 10], "cmdline": [3, 10], "smo": [3, 9, 10], "supportvector": 3, "normalizedpolykernel": 3, "build_classifi": [3, 5, 7, 9], "enumer": [3, 10], "pred": [3, 9], "classify_inst": [3, 5, 7, 9], "dist": 3, "distribution_for_inst": [3, 5, 7, 9], "str": [3, 9, 10, 11, 12], "label": [3, 5, 7, 9, 10, 11, 12], "distribut": [3, 5, 7, 9, 10, 11], "plot": [3, 4, 5, 6, 7, 8, 9, 11], "nb": [3, 9], "pygraphviz": [3, 5, 6, 8], "pil": [3, 5, 6, 8], "plot_dot_graph": [3, 9, 12], "iris_inc": 3, "bay": 3, "naivebayesupdat": 3, "update_classifi": [3, 5, 7, 9], "diabet": 3, "naivebay": 3, "filteredclassifi": [3, 5, 7, 9], "fc": 3, "percent_correct": [3, 5, 7, 9, 12], "class_detail": [3, 5, 7, 9], "plcl": 3, "matplotlib": [3, 5, 6, 8, 12], "plot_roc": [3, 9, 12], "wait": [3, 4, 12], "predictionoutput": [3, 5, 7, 9], "kernelclassifi": [3, 5, 7, 9], "kernel": [3, 5, 7, 9], "bolt": 3, "smoreg": 3, "rbfkernel": 3, "pout": 3, "plaintext": [3, 9], "buffer_cont": [3, 5, 7, 9], "plot_classifier_error": [3, 9, 12], "both": [3, 9], "bean": [3, 10], "path": [3, 6, 8, 9, 10], "consist": [3, 6], "list_property_nam": [3, 9, 10], "gamma": 3, "grid": [3, 9], "sampl": 3, "100": [3, 10, 12], "travers": 3, "wise": [3, 10], "slot": 3, "cc": 3, "min": [3, 4, 9, 10], "express": [3, 4, 9, 10], "pow": 3, "nbest": 3, "best": [3, 5, 7, 9], "must": [3, 9, 10, 11], "listparamet": [3, 9, 10], "mathparamet": [3, 9, 10], "multi": [3, 9, 10], "mparam": 3, "prop": [3, 9, 10], "minimum": [3, 9, 10], "lparam": 3, "previous": 3, "delete_last_attribut": [3, 9, 10], "build_cluster": [3, 5, 7, 9], "built": [3, 4, 9, 10, 12], "cluster_inst": [3, 5, 7, 9], "membership": 3, "build_associ": [3, 5, 7, 9], "attribute_select": [3, 5, 7], "assearch": [3, 5, 7, 9], "asevalu": [3, 5, 7, 9], "select_attribut": [3, 5, 7, 9], "number_attributes_select": [3, 5, 7, 9], "selected_attribut": [3, 5, 7, 9], "results_str": [3, 5, 7, 9], "meta": [3, 9, 10], "scheme": [3, 4, 9, 11], "attributeselectedclassifi": [3, 5, 7, 9], "With": [3, 4], "timeseriesforecast": 3, "forecast": [3, 5, 7, 9], "airline_data": 3, "airlin": 3, "airline_train": 3, "airline_test": 3, "train_test_split": [3, 9, 10], "90": 3, "configur": [3, 4, 6, 8, 9, 10], "wekaforecast": [3, 5, 7, 9], "fields_to_forecast": [3, 5, 7, 9], "passenger_numb": 3, "base_forecast": [3, 5, 7, 9], "linearregress": 3, "build_forecast": [3, 5, 7, 9], "prime": [3, 9], "num_prime_inst": 3, "12": [3, 6, 10], "airline_prim": 3, "copy_inst": [3, 9, 10], "prime_forecast": [3, 5, 7, 9], "num_future_forecast": 3, "get_inst": [3, 9, 10], "get_valu": [3, 9, 10], "de": [3, 10], "again": [3, 6, 8], "disk": [3, 4, 9, 10, 11], "classifier2": 3, "deseri": [3, 5, 7, 9, 10], "header": [3, 5, 6, 7, 8, 9, 10, 11], "compat": [3, 9, 10], "data2": 3, "deseriali": 3, "task": [3, 4], "serialization_writ": [3, 9, 10], "serialization_write_al": [3, 9, 10], "obj1": 3, "obj2": 3, "serialization_read": [3, 9, 10], "serialization_read_al": [3, 9, 10], "experiment": 3, "rule": [3, 9], "zeror": [3, 9], "reptre": 3, "exp": 3, "simplecrossvalidationexperi": [3, 5, 7, 9], "loader_for_fil": [3, 9, 10], "tester": [3, 5, 7, 9], "resultmatrix": [3, 5, 7, 9, 12], "resultmatrixplaintext": [3, 9], "pairedcorrectedttest": [3, 9], "comparison_col": 3, "attribute_by_nam": [3, 9, 10], "multi_resultset_ful": [3, 5, 7, 9], "simplerandomsplitexperi": [3, 5, 7, 9], "class_for_ir_statist": [3, 9], "comput": [3, 4, 9, 10], "ir": 3, "auc": [3, 9, 12], "attribute_id": [3, 9], "identifi": [3, 9], "pred_target_column": [3, 9], "ground": 3, "truth": 3, "separ": [3, 4, 8, 10], "calcul": [3, 9, 10, 12], "confus": [3, 9, 10], "afterward": 3, "And": [3, 8], "split": [3, 9, 10], "bodyfat": 3, "outfil": [3, 4, 12], "later": [3, 5, 6, 9], "analysi": [3, 9], "percentag": [3, 9, 10, 12], "66": [3, 9], "6": [3, 5, 9], "preserve_ord": [3, 9], "correlation_coeffici": [3, 5, 7, 9], "swap": [3, 9, 12], "therefor": 3, "compar": [3, 9, 10], "swap_rows_and_col": [3, 5, 7, 9], "javaobject": [3, 9, 10, 11], "etc": [3, 9], "so": [3, 8, 9, 10], "shorten": 3, "fail": [3, 4, 8, 10], "except": [3, 10, 11], "multipl": [3, 9, 12], "discret": 3, "supervis": [3, 9], "found": [3, 8, 9, 10], "uninstal": [3, 10], "all_packag": [3, 9, 10], "clope": 3, "uninstall_packag": [3, 9, 10], "unoffici": [3, 10], "success": [3, 9, 10, 11], "funki": 3, "server": [3, 8], "detail": [3, 8, 9, 10], "flag": [3, 10], "receiv": [3, 4, 9, 12], "dictionari": [3, 4, 9, 10, 11, 12], "simpl": [3, 4, 9, 12], "boolean": [3, 10], "from_repo": [3, 10], "repo": [3, 10], "archiv": 3, "dure": [3, 6, 9], "install_messag": [3, 10], "maintain": 3, "successfulli": [3, 10], "Of": 3, "cours": [3, 9], "go": [3, 9], "cool": 3, "fanci": 3, "fail_fast": [3, 10], "control": [3, 5], "process": [3, 4, 5, 9, 10, 11], "soon": 3, "try": [3, 8], "includ": [3, 6, 9, 10, 12], "script": [3, 4, 6], "sy": [3, 9, 10], "install_missing_packag": [3, 9, 10], "miss": [3, 9, 10], "consol": [3, 4, 10], "stop_jvm_and_exit": [3, 10], "restart": [3, 6, 10], "left": 3, "exit_requir": [3, 10], "suggest": [3, 9, 10], "rbfclassifi": 3, "suggest_packag": [3, 9, 10], "ft": 3, "j48graft": 3, "jdbc": 3, "connect": [3, 4, 10], "veri": [3, 4], "easi": [3, 4], "sql": [3, 4, 10], "3rd": 3, "parti": 3, "need": [3, 6, 8, 10], "driver": 3, "mysql": 3, "connector": 3, "z": 3, "bin": [3, 6, 8], "class_path": [3, 10], "host": 3, "dbserver": 3, "mydb": 3, "me": 3, "password": [3, 9, 10], "verysecret": 3, "tabl": [3, 9, 12], "lotsadata": 3, "instancequeri": [3, 9, 10], "iqueri": 3, "db_url": [3, 9, 10], "3306": 3, "queri": [3, 4, 9, 10], "retrieve_inst": [3, 9, 10], "compon": 4, "knowledgeflow": 4, "were": [4, 9], "inspir": 4, "adam": 4, "workflow": 4, "engin": 4, "aim": 4, "autom": 4, "link": [4, 5], "explicit": [4, 9], "implicitli": 4, "four": 4, "differ": [4, 9, 11], "kind": 4, "gener": [4, 5, 6, 9, 10, 11, 12], "consum": 4, "filter": [4, 5, 7, 10, 11], "displai": [4, 5, 8, 11, 12], "write": [4, 10, 11], "pass": [4, 10, 11], "around": [4, 5, 10], "branch": 4, "being": [4, 6, 9, 10, 12], "token": [4, 5, 7, 9, 11], "due": [4, 8], "limit": [4, 8, 9, 10], "intern": [4, 9, 10, 11, 12], "storag": [4, 11], "special": [4, 9], "updat": [4, 9, 11, 12], "find": [4, 9, 10], "paramet": [4, 5, 7, 8, 9, 10, 11, 12], "config": [4, 6, 11], "print_help": 4, "descript": [4, 5, 7, 9, 10, 11], "generate_help": 4, "layout": 4, "myflow": 4, "restor": [4, 10], "represent": [4, 9, 10], "typic": [4, 9], "describ": [4, 6, 9, 10, 11], "error": [4, 5, 7, 8, 9, 10, 11, 12], "none": [4, 9, 10, 11, 12], "otherwis": [4, 6, 9, 10, 11], "wrapup": [4, 9, 11], "finish": [4, 9, 11], "cleanup": 4, "destruct": 4, "free": [4, 9], "memori": [4, 9], "combinestorag": 4, "expand": [4, 10], "artifici": [4, 9, 11], "filesuppli": 4, "predefin": [4, 10], "forloop": 4, "loop": 4, "getstoragevalu": 4, "listfil": 4, "loaddatabas": [4, 9, 11], "load": [4, 5, 7, 9, 10, 11], "databas": [4, 5, 7, 9, 11], "dummi": 4, "trigger": [4, 11], "stringconst": 4, "attribut": [4, 5, 7, 9, 10, 11, 12], "select": [4, 5, 6, 9, 10, 11], "attributeselectioncontain": [4, 9, 11], "classselector": [4, 9, 11], "unset": [4, 10, 11], "deep": [4, 10, 11], "serializ": [4, 10, 11], "crossvalid": [4, 5, 7, 9, 11], "deletefil": 4, "regular": [4, 6], "deletestoragevalu": 4, "evaluati": 4, "evaluationsummari": [4, 9, 11], "initstoragevalu": 4, "initi": [4, 5, 7, 9, 10], "loaddataset": [4, 9, 11], "either": [4, 9, 10, 11], "mathexpress": 4, "modelread": [4, 9, 11], "read": [4, 10, 11], "modelcontain": [4, 9, 11], "passthrough": 4, "predict": [4, 5, 7, 9, 11, 12], "serial": [4, 5, 7, 9, 11], "incom": [4, 11], "renamerel": [4, 9, 11], "setstoragevalu": [4, 9, 11], "payload": [4, 11], "associ": [4, 5, 7, 10, 11], "updatestoragevalu": 4, "increment": [4, 5, 9, 10, 12], "counter": 4, "classifiererror": [4, 9, 11], "dumpfil": 4, "instancedump": [4, 9, 11], "dump": [4, 11], "lineplot": [4, 9, 11], "matrixplot": [4, 9, 11], "modelwrit": [4, 9, 11], "null": [4, 9, 10], "swallow": 4, "dev": [4, 6, 8], "prc": [4, 9, 11, 12], "precis": [4, 5, 7, 9, 12], "recal": [4, 5, 7, 9, 12], "curv": [4, 9, 11, 12], "roc": [4, 5, 9, 11, 12], "curver": 4, "containervaluepick": 4, "extract": 4, "outermost": 4, "handl": [4, 5, 9, 10], "sequenti": 4, "next": [4, 9, 10, 11], "tee": 4, "off": [4, 9], "befor": [4, 9, 10], "continu": 4, "condit": [4, 10], "whenev": 4, "conjunct": [4, 10], "anytocommandlin": [4, 9, 11], "commandlinetoani": [4, 9, 11], "project": [4, 5, 8], "locat": [4, 5, 9, 10, 12], "src": 4, "wekaexampl": 4, "cv": 4, "seqsum": 4, "titl": [4, 9, 10, 12], "seqerr": 4, "seqroc": 4, "seqprc": 4, "msg": 4, "25": 4, "prefix": [4, 6, 10, 12], "absolut": [4, 9, 12], "choos": 4, "superclass": [4, 10], "suppos": 4, "new": [4, 9, 10], "def": 4, "__init__": 4, "fix_config": [4, 9, 11], "ensur": 4, "quickinfo": [4, 9, 11], "overrid": [4, 12], "exist": [4, 9, 10], "everyth": 4, "ok": 4, "forget": [4, 6], "super": 4, "check_input": [4, 9, 11], "happen": 4, "do_execut": [4, 9, 11], "wrap": [4, 10], "_output": 4, "within": [5, 6, 8, 9, 10], "shut": 5, "down": 5, "thin": 5, "basic": [5, 10], "non": [5, 9], "gui": [5, 8], "packag": [5, 6, 7, 8], "homepag": 5, "question": 5, "post": [5, 8, 9], "googl": [5, 6], "group": [5, 6], "lxml": [5, 6], "prerequisit": 5, "featur": 5, "ubuntu": 5, "debian": 5, "fedora": 5, "cento": 5, "redhat": 5, "colab": 5, "mac": 5, "osx": 5, "anaconda": 5, "sourc": [5, 7, 9, 10], "docker": 5, "imag": [5, 6, 8], "troubleshoot": 5, "manual": 5, "matric": 5, "subset": [5, 9, 10], "optionhandl": [5, 9, 10], "draw": 5, "regressor": 5, "optim": 5, "gridsearch": [5, 7, 9], "multisearch": [5, 7, 9, 10], "timeseri": [5, 7], "experi": [5, 7, 10], "partial": [5, 10], "manag": [5, 6, 9], "develop": [5, 6], "convers": [5, 7, 9], "flow": [5, 7, 9], "overview": 5, "life": 5, "cycl": 5, "sink": [5, 7, 9], "actor": [5, 11], "extend": 5, "subpackag": [5, 7], "capabl": [5, 7, 9], "distanc": [5, 7, 9], "stemmer": [5, 7, 9], "stopword": [5, 7, 9], "util": [5, 7, 9], "associationrul": [5, 7, 9], "consequ": [5, 7, 9], "consequence_support": [5, 7, 9], "metric_nam": [5, 7, 9], "metric_valu": [5, 7, 9], "premis": [5, 7, 9], "premise_support": [5, 7, 9], "primary_metric_nam": [5, 7, 9], "primary_metric_valu": [5, 7, 9], "to_dict": [5, 7, 9, 10], "total_support": [5, 7, 9], "total_transact": [5, 7, 9], "produc": [5, 7, 9], "associationrulesiter": [5, 7, 9], "association_rul": [5, 7, 9], "can_produce_rul": [5, 7, 9], "make_copi": [5, 7, 9], "rule_metric_nam": [5, 7, 9], "comparison": [5, 7, 9], "decrease_frequ": [5, 7, 9], "frequenc": [5, 7, 9], "increase_frequ": [5, 7, 9], "item_valu": [5, 7, 9], "sys_main": [5, 7, 9, 10], "build_evalu": [5, 7, 9], "convert_inst": [5, 7, 9], "post_process": [5, 7, 9], "transformed_data": [5, 7, 9], "transformed_head": [5, 7, 9], "cv_result": [5, 7, 9], "rank_result": [5, 7, 9], "ranked_attribut": [5, 7, 9], "rank": [5, 7, 9], "reduce_dimension": [5, 7, 9], "select_attributes_cv_split": [5, 7, 9], "subset_result": [5, 7, 9], "additional_measur": [5, 7, 9], "batch_siz": [5, 7, 9], "distributions_for_inst": [5, 7, 9], "graph_typ": [5, 7, 9], "has_efficient_batch_predict": [5, 7, 9], "to_sourc": [5, 7, 9], "apply_cost_matrix": [5, 7, 9], "expected_cost": [5, 7, 9], "get_cel": [5, 7, 9], "get_el": [5, 7, 9], "get_max_cost": [5, 7, 9], "num_column": [5, 7, 9], "num_row": [5, 7, 9, 10], "parse_matlab": [5, 7, 9], "set_cel": [5, 7, 9], "set_el": [5, 7, 9], "to_matlab": [5, 7, 9], "area_under_prc": [5, 7, 9], "area_under_roc": [5, 7, 9], "avg_cost": [5, 7, 9], "class_prior": [5, 7, 9], "confusion_matrix": [5, 7, 9], "correct": [5, 7, 9], "coverage_of_test_cases_by_predicted_region": [5, 7, 9], "cumulative_margin_distribut": [5, 7, 9], "discard_predict": [5, 7, 9], "error_r": [5, 7, 9], "evaluate_model": [5, 7, 9], "evaluate_train_test_split": [5, 7, 9], "f_measur": [5, 7, 9], "false_negative_r": [5, 7, 9], "false_positive_r": [5, 7, 9], "incorrect": [5, 7, 9], "kappa": [5, 7, 9], "kb_inform": [5, 7, 9], "kb_mean_inform": [5, 7, 9], "kb_relative_inform": [5, 7, 9], "matthews_correlation_coeffici": [5, 7, 9], "mean_absolute_error": [5, 7, 9], "mean_prior_absolute_error": [5, 7, 9], "num_false_neg": [5, 7, 9], "num_false_posit": [5, 7, 9], "num_true_neg": [5, 7, 9], "num_true_posit": [5, 7, 9], "percent_incorrect": [5, 7, 9], "percent_unclassifi": [5, 7, 9], "relative_absolute_error": [5, 7, 9], "root_mean_prior_squared_error": [5, 7, 9], "root_mean_squared_error": [5, 7, 9], "root_relative_squared_error": [5, 7, 9], "sf_entropy_gain": [5, 7, 9], "sf_mean_entropy_gain": [5, 7, 9], "sf_mean_prior_entropi": [5, 7, 9], "sf_mean_scheme_entropi": [5, 7, 9], "sf_prior_entropi": [5, 7, 9], "sf_scheme_entropi": [5, 7, 9], "size_of_predicted_region": [5, 7, 9], "test_model": [5, 7, 9], "test_model_onc": [5, 7, 9], "total_cost": [5, 7, 9], "true_negative_r": [5, 7, 9], "true_positive_r": [5, 7, 9], "unclassifi": [5, 7, 9], "unweighted_macro_f_measur": [5, 7, 9], "unweighted_micro_f_measur": [5, 7, 9], "weighted_area_under_prc": [5, 7, 9], "weighted_area_under_roc": [5, 7, 9], "weighted_f_measur": [5, 7, 9], "weighted_false_negative_r": [5, 7, 9], "weighted_false_positive_r": [5, 7, 9], "weighted_matthews_correl": [5, 7, 9], "weighted_precis": [5, 7, 9], "weighted_recal": [5, 7, 9], "weighted_true_negative_r": [5, 7, 9], "weighted_true_positive_r": [5, 7, 9], "check_for_modified_class_attribut": [5, 7, 9], "build_kernel": [5, 7, 9], "checks_turned_off": [5, 7, 9], "clean": [5, 7, 9], "eval": [5, 7, 9], "multipleclassifierscombin": [5, 7, 9], "clear": [5, 7, 9], "nominalpredict": [5, 7, 9], "margin": [5, 7, 9], "numericpredict": [5, 7, 9], "prediction_interv": [5, 7, 9], "weight": [5, 7, 9, 10], "print_al": [5, 7, 9], "print_classif": [5, 7, 9], "print_foot": [5, 7, 9], "print_head": [5, 7, 9], "singleclassifierenhanc": [5, 7, 9], "predictions_to_inst": [5, 7, 9], "clusterevalu": [5, 7, 9, 11, 12], "classes_to_clust": [5, 7, 9], "cluster_assign": [5, 7, 9], "cluster_result": [5, 7, 9], "evaluate_cluster": [5, 7, 9], "log_likelihood": [5, 7, 9], "num_clust": [5, 7, 9], "set_model": [5, 7, 9], "number_of_clust": [5, 7, 9], "update_cluster": [5, 7, 9], "update_finish": [5, 7, 9], "filteredcluster": [5, 7, 9], "singleclustererenhanc": [5, 7, 9], "avg_silhouette_coeffici": [5, 7, 9], "generate_finish": [5, 7, 9], "generate_start": [5, 7, 9], "averag": [5, 7, 9, 10], "get_col_nam": [5, 7, 9], "get_mean": [5, 7, 9], "get_row_nam": [5, 7, 9], "get_stdev": [5, 7, 9], "hide_col": [5, 7, 9], "hide_row": [5, 7, 9], "is_col_hidden": [5, 7, 9], "is_row_hidden": [5, 7, 9], "set_col_nam": [5, 7, 9], "set_mean": [5, 7, 9], "set_row_nam": [5, 7, 9], "set_stdev": [5, 7, 9], "show_col": [5, 7, 9], "show_row": [5, 7, 9], "to_string_head": [5, 7, 9], "to_string_kei": [5, 7, 9], "to_string_matrix": [5, 7, 9], "to_string_rank": [5, 7, 9], "to_string_summari": [5, 7, 9], "configure_resultproduc": [5, 7, 9], "simpleexperi": [5, 7, 9], "configure_splitevalu": [5, 7, 9], "dataset_column": [5, 7, 9], "fold_column": [5, 7, 9], "init_column": [5, 7, 9], "multi_resultset_rank": [5, 7, 9], "multi_resultset_summari": [5, 7, 9], "result_column": [5, 7, 9], "run_column": [5, 7, 9], "batch_finish": [5, 7, 9], "outputformat": [5, 7, 9], "multifilt": [5, 7, 9], "stringtowordvector": [5, 7, 9], "confidenceintervalforecast": [5, 7, 9], "calculate_conf_intervals_for_forecast": [5, 7, 9], "confidence_level": [5, 7, 9], "is_producing_confidence_interv": [5, 7, 9], "customperiodictest": [5, 7, 9], "lower_test": [5, 7, 9], "upper_test": [5, 7, 9], "errormodul": [5, 7, 9], "counts_for_target": [5, 7, 9], "errors_for_target": [5, 7, 9], "predictions_for_all_target": [5, 7, 9], "predictions_for_target": [5, 7, 9], "incrementallyprim": [5, 7, 9], "prime_forecaster_increment": [5, 7, 9], "overlayforecast": [5, 7, 9], "forecast_with_overlai": [5, 7, 9], "is_using_overlay_data": [5, 7, 9], "overlay_field": [5, 7, 9], "period": [5, 7, 9], "periodicityhandl": [5, 7, 9], "delta_tim": [5, 7, 9], "tsevalmodul": [5, 7, 9], "calculate_measur": [5, 7, 9], "definit": [5, 7, 9], "eval_nam": [5, 7, 9], "evaluate_for_inst": [5, 7, 9], "module_list": [5, 7, 9], "reset": [5, 7, 9, 11], "target_field": [5, 7, 9], "tsevalu": [5, 7, 9], "evaluate_forecast": [5, 7, 9], "evaluate_on_test_data": [5, 7, 9], "evaluate_on_training_data": [5, 7, 9], "evaluation_modul": [5, 7, 9], "forecast_futur": [5, 7, 9], "horizon": [5, 7, 9], "predictions_for_test_data": [5, 7, 9], "predictions_for_training_data": [5, 7, 9], "prime_for_test_data_with_test_data": [5, 7, 9], "prime_window_s": [5, 7, 9], "print_future_forecast_on_test_data": [5, 7, 9], "print_future_forecast_on_training_data": [5, 7, 9], "print_predictions_for_test_data": [5, 7, 9], "print_predictions_for_training_data": [5, 7, 9], "rebuild_model_after_each_test_forecast_step": [5, 7, 9], "test_data": [5, 7, 9], "training_data": [5, 7, 9], "tsforecast": [5, 7, 9], "algorithm_nam": [5, 7, 9], "base_model_has_seri": [5, 7, 9], "clear_previous_st": [5, 7, 9], "load_base_model": [5, 7, 9], "load_serialized_st": [5, 7, 9], "previous_st": [5, 7, 9], "run_forecast": [5, 7, 9], "save_base_model": [5, 7, 9], "serialize_st": [5, 7, 9], "uses_st": [5, 7, 9], "tslagmak": [5, 7, 9], "add_am_ind": [5, 7, 9], "add_custom_period": [5, 7, 9], "add_day_of_month": [5, 7, 9], "add_day_of_week": [5, 7, 9], "add_month_of_year": [5, 7, 9], "add_num_days_in_month": [5, 7, 9], "add_quarter_of_year": [5, 7, 9], "add_weekend_ind": [5, 7, 9], "adjust_for_trend": [5, 7, 9], "adjust_for_vari": [5, 7, 9], "artificial_time_start_valu": [5, 7, 9], "average_consecutive_long_lag": [5, 7, 9], "average_lags_aft": [5, 7, 9], "clear_custom_period": [5, 7, 9], "clear_lag_histori": [5, 7, 9], "create_time_lag_cross_product": [5, 7, 9], "current_timestamp_valu": [5, 7, 9], "fields_to_lag": [5, 7, 9], "fields_to_lag_as_str": [5, 7, 9], "include_powers_of_tim": [5, 7, 9], "include_timelag_product": [5, 7, 9], "increment_artificial_time_valu": [5, 7, 9], "is_using_artificial_time_index": [5, 7, 9], "lag_rang": [5, 7, 9], "max_lag": [5, 7, 9], "min_lag": [5, 7, 9], "num_consecutive_long_lags_to_averag": [5, 7, 9], "primary_periodic_field_nam": [5, 7, 9], "remove_leading_instances_with_unknown_lag_valu": [5, 7, 9], "skip_entri": [5, 7, 9], "timestamp_field": [5, 7, 9], "tslagus": [5, 7, 9], "tslag_mak": [5, 7, 9], "testpart": [5, 7, 9], "dai": [5, 7, 9], "day_of_month": [5, 7, 9], "day_of_week": [5, 7, 9], "day_of_year": [5, 7, 9], "hour_of_dai": [5, 7, 9], "is_upp": [5, 7, 9], "minute_of_hour": [5, 7, 9], "month": [5, 7, 9], "week_of_month": [5, 7, 9], "week_of_year": [5, 7, 9], "year": [5, 7, 9], "should": [6, 9, 10], "wide": [6, 10], "instruct": 6, "avoid": 6, "interf": 6, "upgrad": [6, 8], "encount": [6, 10], "problem": 6, "submit": 6, "improv": 6, "pleas": 6, "mail": 6, "forum": 6, "kit": 6, "jdk": 6, "8": [6, 8], "java_hom": 6, "point": [6, 9, 11, 12], "past": 6, "recommend": [6, 9], "against": [6, 9, 10, 12], "oracl": 6, "public": [6, 9], "matur": 6, "enough": 6, "now": 6, "person": 6, "term": [6, 10], "omit": 6, "suffix": 6, "abl": [6, 9], "compil": [6, 8], "sudo": [6, 8], "apt": [6, 8], "essenti": 6, "pip": [6, 8], "venv": [6, 8], "necessari": [6, 9, 10, 11], "graphic": [6, 11], "final": 6, "activ": [6, 8], "setuptool": [6, 8], "wheel": 6, "becom": 6, "superus": 6, "su": 6, "older": 6, "un": [6, 10], "tar": 6, "opt": 6, "23": 6, "mode": [6, 10, 12], "export": [6, 8], "might": [6, 9], "profil": 6, "rough": 6, "devel": 6, "bootstrap": 6, "pypa": 6, "io": [6, 8], "tool": 6, "yum": 6, "groupinstal": 6, "shouldn": [6, 9], "switch": 6, "By": 6, "Then": 6, "prefer": 6, "mark": 6, "pip3": [6, 8], "been": [6, 9, 10], "won": 6, "brew": 6, "graphviz": [6, 8, 12], "dir": [6, 8], "global": [6, 9], "build_ext": 6, "lib": [6, 8, 10], "bit": 6, "32": 6, "64": 6, "jdk_home": 6, "conda": 6, "forg": 6, "pillow": 6, "visual": 6, "desktop": [6, 8], "ex": [6, 8], "python312": 6, "program": [6, 8], "binari": [6, 8], "open": [6, 8], "prompt": 6, "ic": 6, "lc": 6, "fix": [6, 8, 9, 11], "git": 6, "q": 8, "cannot": 8, "why": 8, "That": 8, "unfortun": [8, 9], "readthedoc": 8, "en": 8, "html": [8, 9, 12], "shutdownjvm": 8, "importerror": 8, "find_namespace_packag": 8, "seem": 8, "old": [8, 10], "On": 8, "gconf": 8, "contact": 8, "caus": 8, "tcp": 8, "ip": 8, "network": 8, "orbit": 8, "stale": 8, "nf": 8, "lock": 8, "crash": 8, "gnome": 8, "org": [8, 12], "Not": [8, 10], "session": 8, "accord": [8, 10], "dbus_session_bus_address": 8, "dbu": 8, "0700": 8, "permiss": 8, "mask": 8, "glib": 8, "gio": 8, "schema": 8, "proxi": 8, "gset": 8, "dep": 8, "ln": 8, "usr": 8, "unam": 8, "gnu": 8, "libfreetyp": 8, "libjpeg": 8, "libz": 8, "tkinter": 8, "tk": 8, "forc": 8, "shell": 8, "undefin": 8, "symbol": 8, "agundirect": 8, "outlin": 8, "succe": 8, "freetyp": 8, "png": 8, "valueerror": 8, "dot": [8, 10, 12], "x86": 8, "graphviz2": 8, "38": 8, "log": [8, 9, 10], "take": [8, 9, 10], "effect": [8, 10], "utf": [8, 10], "encod": 8, "runweka": 8, "ini": 8, "pick": 8, "_java_opt": 8, "dfile": [8, 10], "attribute_cap": [9, 10], "class_cap": [9, 10], "disabl": [9, 10], "disable_al": [9, 10], "disable_all_attribute_depend": [9, 10], "disable_all_attribut": [9, 10], "disable_all_class_depend": [9, 10], "disable_all_class": [9, 10], "disable_depend": [9, 10], "enable_al": [9, 10], "enable_all_attribute_depend": [9, 10], "enable_all_attribut": [9, 10], "enable_all_class_depend": [9, 10], "enable_all_class": [9, 10], "enable_depend": [9, 10], "for_inst": [9, 10], "has_depend": [9, 10], "min_inst": [9, 10], "other_cap": [9, 10], "owner": [9, 10], "supports_mayb": [9, 10], "test_attribut": [9, 10], "test_inst": [9, 10], "is_attribut": [9, 10], "is_attribute_cap": [9, 10], "is_class": [9, 10], "is_class_cap": [9, 10], "is_other_cap": [9, 10], "abstractparamet": [9, 10], "date": [9, 10], "enum": [9, 10], "ordin": [9, 10], "add_vari": [9, 10], "remove_vari": [9, 10], "system_wid": [9, 10], "variable_nam": [9, 10], "variable_valu": [9, 10], "javaarrai": [9, 10], "component_typ": [9, 10], "new_arrai": [9, 10], "javaarrayiter": [9, 10], "check_typ": [9, 10], "enforce_typ": [9, 10], "from_dict": [9, 10], "get_properti": [9, 10], "is_serializ": [9, 10], "new_inst": [9, 10], "set_properti": [9, 10], "num_argu": [9, 10], "synopsi": [9, 10], "global_info": [9, 10], "next_doubl": [9, 10], "next_int": [9, 10], "upper": [9, 10], "selectedtag": [9, 10], "setupgener": [9, 10], "base_object": [9, 10], "singleindex": [9, 10], "single_index": [9, 10], "ident": [9, 10], "identstr": [9, 10], "readabl": [9, 10], "get_object_tag": [9, 10], "get_tag": [9, 10], "backquot": [9, 10], "complete_classnam": [9, 10], "deepcopi": [9, 10], "from_byte_arrai": [9, 10], "get_classnam": [9, 10], "get_enum": [9, 10], "get_jclass": [9, 10], "get_static_field": [9, 10], "help_for": [9, 10], "is_arrai": [9, 10], "is_instance_of": [9, 10], "join_opt": [9, 10], "load_suggest": [9, 10], "quot": [9, 10], "split_commandlin": [9, 10], "split_opt": [9, 10], "to_byte_arrai": [9, 10], "unbackquot": [9, 10], "unquot": [9, 10], "incrementalloaderiter": [9, 10], "load_url": [9, 10], "saver": [9, 10], "save_fil": [9, 10], "textdirectoryload": [9, 10], "load_csv_fil": [9, 10], "ndarray_to_inst": [9, 10], "save_any_fil": [9, 10], "saver_for_fil": [9, 10], "databaseutil": [9, 10], "custom_properti": [9, 10], "sparse_data": [9, 10], "add_rel": [9, 10], "add_string_valu": [9, 10], "create_rel": [9, 10], "create_str": [9, 10], "date_format": [9, 10], "equal": [9, 10], "equals_msg": [9, 10], "index_of": [9, 10], "is_averag": [9, 10], "is_dat": [9, 10], "is_in_rang": [9, 10], "is_nomin": [9, 10], "is_numer": [9, 10], "is_relation_valu": [9, 10], "is_str": [9, 10], "lower_numeric_bound": [9, 10], "num_valu": [9, 10], "type_str": [9, 10], "upper_numeric_bound": [9, 10], "attributeiter": [9, 10], "attributestat": [9, 10], "distinct_count": [9, 10], "int_count": [9, 10], "missing_count": [9, 10], "nominal_count": [9, 10], "nominal_weight": [9, 10], "numeric_stat": [9, 10], "total_count": [9, 10], "unique_count": [9, 10], "class_attribut": [9, 10], "create_sparse_inst": [9, 10], "get_relational_valu": [9, 10], "get_string_valu": [9, 10], "has_class": [9, 10], "has_miss": [9, 10], "is_miss": [9, 10], "num_attribut": [9, 10], "num_class": [9, 10], "set_miss": [9, 10], "set_string_valu": [9, 10], "set_valu": [9, 10], "to_numpi": [9, 10], "instanceiter": [9, 10], "instancevalueiter": [9, 10], "append_inst": [9, 10], "attribute_stat": [9, 10], "class_is_first": [9, 10], "compactifi": [9, 10], "copy_structur": [9, 10], "cv_split": [9, 10], "delete_attribut": [9, 10], "delete_attribute_typ": [9, 10], "delete_first_attribut": [9, 10], "delete_with_miss": [9, 10], "equal_head": [9, 10], "insert_attribut": [9, 10], "merge_inst": [9, 10], "no_class": [9, 10], "relationnam": [9, 10], "set_inst": [9, 10], "sort": [9, 10], "stratifi": [9, 10], "template_inst": [9, 10], "test_cv": [9, 10], "train_cv": [9, 10], "stat": [9, 10], "count": [9, 10], "mean": [9, 10], "stddev": [9, 10], "sum": [9, 10], "sumsq": [9, 10], "check_col_names_uniqu": [9, 10], "distancefunct": [9, 10], "attribute_indic": [9, 10], "add_bundled_jar": [9, 10], "add_system_classpath": [9, 10], "automatically_install_packag": [9, 10], "lib_dir": [9, 10], "with_package_support": [9, 10], "target": [9, 10], "as_dict": [9, 10], "is_instal": [9, 10], "metadata": [9, 10], "packageconstraint": [9, 10], "check_constraint": [9, 10], "get_packag": [9, 10], "set_packag": [9, 10], "available_packag": [9, 10], "establish_cach": [9, 10], "refresh_cach": [9, 10], "stem": [9, 10], "is_stopword": [9, 10], "tokeniter": [9, 10], "float_to_jfloat": [9, 10], "from_jobject_arrai": [9, 10], "jdouble_array_to_ndarrai": [9, 10], "jdouble_matrix_to_ndarrai": [9, 10], "jdouble_to_float": [9, 10], "jenumeration_to_list": [9, 10], "jint_array_to_ndarrai": [9, 10], "jstring_array_to_list": [9, 10], "jstring_list_to_string_list": [9, 10], "string_list_to_jarrai": [9, 10], "string_list_to_jlist": [9, 10], "to_jdouble_arrai": [9, 10], "to_jint_arrai": [9, 10], "to_jobject_arrai": [9, 10], "to_str": [9, 10], "correl": [9, 10], "varianc": [9, 10], "weka_vers": [9, 10], "is_valid": [9, 11], "classificationcontain": [9, 11], "clusteringcontain": [9, 11], "from_config": [9, 11], "to_config": [9, 11], "has_output": [9, 11], "stop_execut": [9, 11], "generate_thresholdcurve_data": [9, 12], "get_auc": [9, 12], "get_prc": [9, 12], "get_thresholdcurve_data": [9, 12], "plot_learning_curv": [9, 12], "plot_prc": [9, 12], "plot_cluster_assign": [9, 12], "line_plot": [9, 12], "matrix_plot": [9, 12], "scatter_plot": [9, 12], "plot_experi": [9, 12], "plot_graph": [9, 12], "plot_xmlbif_graph": [9, 12], "xmlbif_to_dot": [9, 12], "create_subsampl": [9, 12], "set_window_titl": [9, 12], "int": [9, 10, 12], "metric": [9, 12], "ndarrai": [9, 10], "primari": 9, "dict": [9, 10, 11, 12], "total": [9, 10], "transact": 9, "iter": [9, 10], "associationrulesproduc": 9, "bool": [9, 10, 11, 12], "classmethod": [9, 10], "decreas": 9, "arg": [9, 10], "argv": [9, 10], "cli": [9, 10], "failur": [9, 10], "space": [9, 10], "ie": [9, 10, 12], "empti": [9, 10], "attributetransform": 9, "given": [9, 10, 12], "ranker": 9, "give": [9, 10], "direct": 9, "henc": 9, "pars": [9, 10, 11], "textual": 9, "stdev": 9, "merit": 9, "reduc": [9, 11], "dimension": [9, 10], "doubl": [9, 10], "measur": [9, 12], "additionalmeasureproduc": 9, "predictor": 9, "peform": 9, "ser_fil": 9, "tupl": [9, 10, 12], "drawabl": 9, "effici": 9, "alwai": 9, "alongsid": 9, "sourcabl": 9, "matrx": 9, "manipul": 9, "misclassif": 9, "element": [9, 10, 11], "penalti": 9, "per": [9, 10, 11, 12], "basi": 9, "sensit": [9, 10], "involv": 9, "rnd": [9, 10], "class_prob": 9, "expect": 9, "probabl": 9, "estim": 9, "cell": [9, 10], "instac": 9, "class_valu": 9, "particular": 9, "matlab": 9, "eg": [9, 10], "4": 9, "obj": [9, 10, 11], "unwrap": [9, 10], "cost_matrix": 9, "area": [9, 12], "characterist": [9, 12], "prior": 9, "nomin": [9, 10], "coeffici": [9, 10], "coverag": 9, "region": 9, "num_fold": [9, 10], "cumul": 9, "suitabl": 9, "gnuplot": 9, "discard": 9, "rate": 9, "amount": [9, 10], "preserv": [9, 10], "neg": 9, "kb": 9, "rel": [9, 12], "matthew": 9, "had": 9, "known": 9, "percent": [9, 12], "root": 9, "squar": [9, 10], "sf": 9, "entropi": 9, "minu": [9, 10], "gain": 9, "rtype": [9, 10], "unweight": 9, "macro": 9, "micro": 9, "modif": 9, "th": 9, "turn": [9, 10], "id1": 9, "id2": 9, "inst1": [9, 10], "correspond": 9, "2016": 9, "abstractsearchparamet": [9, 10], "interv": 9, "collect": 9, "abstractoutput": 9, "buffer": 9, "footer": 9, "assign": [9, 12], "recent": 9, "loglikelihood": [9, 11], "likelihood": 9, "clustererto": 9, "fo": 9, "signal": 9, "dist_func": 9, "silhouett": 9, "eib": 9, "frank": 9, "groovi": 9, "8497": 9, "n7": 9, "nabbl": 9, "dunn": 9, "di": 9, "td44072": 9, "euclidean": 9, "standard": [9, 12], "complet": [9, 10], "comment": 9, "commandlin": [9, 10, 11], "invalid": 9, "deviat": [9, 10, 12], "hide": 9, "hidden": 9, "better": [9, 10], "got": [9, 10], "cut": 9, "csv": [9, 10], "resultproduc": 9, "propertypath": 9, "ancestor": [9, 10], "wikispac": 9, "splitevalu": 9, "filenam": [9, 10, 12], "uniqu": [9, 10], "hold": 9, "comparison_column": 9, "resultset": 9, "base_resultset": 9, "carri": 9, "datset": 9, "outperform": 9, "subsequ": 9, "beforehand": [9, 10], "flter": 9, "handler": [9, 10], "futur": 9, "getcalculateconfintervalsforforecast": 9, "constant": [9, 10], "field": [9, 10], "week": 9, "hour": 9, "minut": 9, "wildcard": 9, "taken": 9, "togeth": 9, "respect": 9, "li": 9, "lower": [9, 10, 12], "bound": [9, 10], "entri": 9, "contribut": 9, "overal": 9, "overlai": 9, "told": 9, "consid": 9, "stamp": 9, "those": 9, "arithmet": 9, "advanc": 9, "beyond": 9, "seen": [9, 10], "similarli": 9, "delta": 9, "request": 9, "numinst": 9, "thu": 9, "routin": 9, "remap": 9, "millisecond": 9, "elaps": 9, "epoch": 9, "trend": 9, "enorm": 9, "reason": 9, "scale": 9, "prevent": 9, "easier": 9, "unit": 9, "weekend": 9, "holidai": 9, "financi": 9, "trade": 9, "These": 9, "hole": 9, "accomod": 9, "accumul": 9, "offset": 9, "skip": [9, 10], "ignor": [9, 10, 12], "test_split_s": 9, "build_model": 9, "step_numb": 9, "begin": 9, "immedi": 9, "histor": 9, "target_nam": 9, "step_ahead": 9, "instance_number_offset": 9, "ahead": 9, "rebuilt": 9, "rebuild": 9, "learner": 9, "state": [9, 10], "fname": 9, "regard": 9, "lag": 9, "seri": 9, "timeseriestransl": 9, "consecut": 9, "polynomi": 9, "product": 9, "real": 9, "differenc": 9, "deal": 9, "timestamp": 9, "detect": 9, "monthli": 9, "becaus": 9, "length": [9, 10], "subtract": 9, "observ": 9, "divid": 9, "plu": 9, "twelv": 9, "interven": 9, "am": 9, "quarter": 9, "adjust": 9, "histori": 9, "unlik": 9, "approxim": 9, "decrement": 9, "power": 9, "maker": 9, "hasn": 9, "unknown": 9, "market": 9, "fridai": 9, "close": [9, 12], "mondai": 9, "three": 9, "accept": 9, "sat": 9, "sundai": 9, "jan": 9, "august": 9, "2011": 9, "07": 9, "daili": 9, "hourli": 9, "weekli": 9, "inner": 9, "boundari": 9, "dom": 9, "dow": 9, "doi": 9, "cyclic": 9, "oct": 9, "mar": 9, "correctli": 9, "hod": 9, "moh": 9, "wom": 9, "woi": 9, "nominal_attribut": 10, "binary_attribut": 10, "unary_attribut": 10, "empty_nominal_attribut": 10, "too": 10, "dependeci": 10, "least": [10, 11], "capabiliit": 10, "ones": [10, 12], "potenti": [10, 11], "att": [10, 12], "meet": 10, "from_index": 10, "to_index": 10, "wether": 10, "member": 10, "msec": 10, "milli": 10, "notat": [10, 12], "denseinst": 10, "jsonobject": 10, "intf_or_class": 10, "subclass": 10, "rais": [10, 11], "jsonif": 10, "attempt": 10, "setfilt": 10, "getfilt": 10, "seriali": 10, "encapsul": 10, "math": 10, "use_head": 10, "tag_id": 10, "tag_text": 10, "larg": 10, "ident_str": 10, "uppercas": 10, "human": 10, "methodnam": 10, "getmetricstag": 10, "tags_filt": 10, "resid": 10, "enm": 10, "primit": 10, "byte": 10, "short": [10, 11], "char": 10, "fieldnam": 10, "static": 10, "class_or_intf_nam": 10, "combin": 10, "inspect": 10, "oppos": 10, "caller": 10, "appropri": 10, "jb_object": 10, "individu": [10, 11], "loard": 10, "arffsav": 10, "dialect": 10, "excel": 10, "delimit": 10, "quotechar": 10, "num_col": 10, "nom_col": 10, "csvloader": 10, "stringtonomin": 10, "charact": 10, "assoic": 10, "att_templ": 10, "att_list": 10, "darrai": 10, "spars": 10, "formt": 10, "hh": 10, "ss": 10, "javadoc": 10, "simpledateformat": 10, "ordering_symbol": 10, "ordering_ord": 10, "ordering_modulo": 10, "distinct": 10, "mass": 10, "numericstat": 10, "appear": 10, "max_valu": 10, "sparseinst": 10, "ascend": 10, "belong": 10, "inern": 10, "nan": 10, "inst2": 10, "merg": 10, "throw": 10, "aren": 10, "over": 10, "from_row": 10, "capac": 10, "mani": 10, "typ": 10, "insert": 10, "side": 10, "stratif": 10, "neither": 10, "nor": 10, "inver": 10, "removerang": 10, "7": 10, "67": 10, "preced": 10, "templat": [10, 12], "calculatederiv": 10, "std": 10, "nominal_x": 10, "nominal_i": 10, "numerictonomin": 10, "treat": 10, "euclideandist": 10, "cutoff": 10, "speed": 10, "cp": 10, "auto_instal": 10, "logging_level": 10, "xmx": 10, "4g": 10, "kill": 10, "packagemanag": 10, "constraint": 10, "pkge": 10, "constr": 10, "yet": 10, "establish": 10, "quiet": 10, "suppress": 10, "anyth": 10, "noth": 10, "packagenam": 10, "grab": 10, "applic": 10, "nullstemm": 10, "alphabetictoken": 10, "lang": [10, 12], "dim": 10, "unicod": 10, "return_empty_if_non": 10, "none_as_nan": 10, "values1": 10, "values2": 10, "sum_": 10, "unsupport": 11, "fileoutputsink": 11, "hook": 11, "selet": 11, "threshold": 12, "xname": 12, "yname": 12, "thresholdcurv": 12, "max_relative_s": 12, "50": 12, "absolute_s": 12, "key_loc": 12, "center": 12, "todo": 12, "click": 12, "event": 12, "event_handl": 12, "data_brows": 12, "learn": 12, "label_templ": 12, "right": 12, "inst_no": 12, "fake": 12, "circl": 12, "subsampl": 12, "index_x": 12, "index_i": 12, "axi": 12, "mat": 12, "axes_swap": 12, "show_stdev": 12, "x_label": 12, "y_label": 12, "bbox_to_anchor": 12, "ax": 12, "bar": 12, "anchor": 12, "doc": 12, "xml": 12, "bif": 12, "site": 12, "poli": 12, "usp": 12, "br": 12, "fabio": 12, "cozman": 12, "research": 12, "interchangeformat": 12, "param": 12, "fig": 12, "figur": 12}, "objects": {"weka": [[9, 0, 0, "-", "associations"], [9, 0, 0, "-", "attribute_selection"], [9, 0, 0, "-", "classifiers"], [9, 0, 0, "-", "clusterers"], [10, 0, 0, "-", "core"], [9, 0, 0, "-", "datagenerators"], [9, 0, 0, "-", "experiments"], [9, 0, 0, "-", "filters"], [11, 0, 0, "-", "flow"], [12, 0, 0, "-", "plot"], [9, 0, 0, "-", "timeseries"]], "weka.associations": [[9, 1, 1, "", "AssociationRule"], [9, 1, 1, "", "AssociationRules"], [9, 1, 1, "", "AssociationRulesIterator"], [9, 1, 1, "", "Associator"], [9, 1, 1, "", "Item"], [9, 4, 1, "", "main"], [9, 4, 1, "", "sys_main"]], "weka.associations.AssociationRule": [[9, 2, 1, "", "consequence"], [9, 2, 1, "", "consequence_support"], [9, 2, 1, "", "metric_names"], [9, 3, 1, "", "metric_value"], [9, 2, 1, "", "metric_values"], [9, 2, 1, "", "premise"], [9, 2, 1, "", "premise_support"], [9, 2, 1, "", "primary_metric_name"], [9, 2, 1, "", "primary_metric_value"], [9, 3, 1, "", "to_dict"], [9, 2, 1, "", "total_support"], [9, 2, 1, "", "total_transactions"]], "weka.associations.AssociationRules": [[9, 2, 1, "", "producer"], [9, 3, 1, "", "to_dict"]], "weka.associations.Associator": [[9, 3, 1, "", "association_rules"], [9, 3, 1, "", "build_associations"], [9, 3, 1, "", "can_produce_rules"], [9, 2, 1, "", "capabilities"], [9, 2, 1, "", "header"], [9, 3, 1, "", "make_copy"], [9, 2, 1, "", "rule_metric_names"]], "weka.associations.Item": [[9, 2, 1, "", "attribute"], [9, 2, 1, "", "comparison"], [9, 3, 1, "", "decrease_frequency"], [9, 2, 1, "", "frequency"], [9, 3, 1, "", "increase_frequency"], [9, 2, 1, "", "item_value"]], "weka.attribute_selection": [[9, 1, 1, "", "ASEvaluation"], [9, 1, 1, "", "ASSearch"], [9, 1, 1, "", "AttributeSelection"], [9, 4, 1, "", "main"], [9, 4, 1, "", "sys_main"]], "weka.attribute_selection.ASEvaluation": [[9, 3, 1, "", "build_evaluator"], [9, 2, 1, "", "capabilities"], [9, 3, 1, "", "convert_instance"], [9, 2, 1, "", "header"], [9, 3, 1, "", "post_process"], [9, 3, 1, "", "transformed_data"], [9, 3, 1, "", "transformed_header"]], "weka.attribute_selection.ASSearch": [[9, 2, 1, "", "header"], [9, 3, 1, "", "search"]], "weka.attribute_selection.AttributeSelection": [[9, 3, 1, "", "attribute_selection"], [9, 3, 1, "", "crossvalidation"], [9, 2, 1, "", "cv_results"], [9, 3, 1, "", "evaluator"], [9, 3, 1, "", "folds"], [9, 2, 1, "", "number_attributes_selected"], [9, 2, 1, "", "rank_results"], [9, 2, 1, "", "ranked_attributes"], [9, 3, 1, "", "ranking"], [9, 3, 1, "", "reduce_dimensionality"], [9, 2, 1, "", "results_string"], [9, 3, 1, "", "search"], [9, 3, 1, "", "seed"], [9, 3, 1, "", "select_attributes"], [9, 3, 1, "", "select_attributes_cv_split"], [9, 2, 1, "", "selected_attributes"], [9, 2, 1, "", "subset_results"]], "weka.classifiers": [[9, 1, 1, "", "AttributeSelectedClassifier"], [9, 1, 1, "", "Classifier"], [9, 1, 1, "", "CostMatrix"], [9, 1, 1, "", "Evaluation"], [9, 1, 1, "", "FilteredClassifier"], [9, 1, 1, "", "GridSearch"], [9, 1, 1, "", "Kernel"], [9, 1, 1, "", "KernelClassifier"], [9, 1, 1, "", "MultiSearch"], [9, 1, 1, "", "MultipleClassifiersCombiner"], [9, 1, 1, "", "NominalPrediction"], [9, 1, 1, "", "NumericPrediction"], [9, 1, 1, "", "Prediction"], [9, 1, 1, "", "PredictionOutput"], [9, 1, 1, "", "SingleClassifierEnhancer"], [9, 4, 1, "", "main"], [9, 4, 1, "", "predictions_to_instances"], [9, 4, 1, "", "sys_main"]], "weka.classifiers.AttributeSelectedClassifier": [[9, 2, 1, "", "evaluator"], [9, 2, 1, "", "search"]], "weka.classifiers.Classifier": [[9, 3, 1, "", "additional_measure"], [9, 2, 1, "", "additional_measures"], [9, 2, 1, "", "batch_size"], [9, 3, 1, "", "build_classifier"], [9, 2, 1, "", "capabilities"], [9, 3, 1, "", "classify_instance"], [9, 3, 1, "", "deserialize"], [9, 3, 1, "", "distribution_for_instance"], [9, 3, 1, "", "distributions_for_instances"], [9, 2, 1, "", "graph"], [9, 2, 1, "", "graph_type"], [9, 3, 1, "", "has_efficient_batch_prediction"], [9, 2, 1, "", "header"], [9, 3, 1, "", "make_copy"], [9, 3, 1, "", "serialize"], [9, 3, 1, "", "to_source"], [9, 3, 1, "", "update_classifier"]], "weka.classifiers.CostMatrix": [[9, 3, 1, "", "apply_cost_matrix"], [9, 3, 1, "", "expected_costs"], [9, 3, 1, "", "get_cell"], [9, 3, 1, "", "get_element"], [9, 3, 1, "", "get_max_cost"], [9, 3, 1, "", "initialize"], [9, 3, 1, "", "normalize"], [9, 2, 1, "", "num_columns"], [9, 2, 1, "", "num_rows"], [9, 3, 1, "", "parse_matlab"], [9, 3, 1, "", "set_cell"], [9, 3, 1, "", "set_element"], [9, 2, 1, "", "size"], [9, 3, 1, "", "to_matlab"]], "weka.classifiers.Evaluation": [[9, 3, 1, "", "area_under_prc"], [9, 3, 1, "", "area_under_roc"], [9, 2, 1, "", "avg_cost"], [9, 3, 1, "", "class_details"], [9, 2, 1, "", "class_priors"], [9, 2, 1, "", "confusion_matrix"], [9, 2, 1, "", "correct"], [9, 2, 1, "", "correlation_coefficient"], [9, 2, 1, "", "coverage_of_test_cases_by_predicted_regions"], [9, 3, 1, "", "crossvalidate_model"], [9, 3, 1, "", "cumulative_margin_distribution"], [9, 2, 1, "", "discard_predictions"], [9, 2, 1, "", "error_rate"], [9, 3, 1, "", "evaluate_model"], [9, 3, 1, "", "evaluate_train_test_split"], [9, 3, 1, "", "f_measure"], [9, 3, 1, "", "false_negative_rate"], [9, 3, 1, "", "false_positive_rate"], [9, 2, 1, "", "header"], [9, 2, 1, "", "incorrect"], [9, 2, 1, "", "kappa"], [9, 2, 1, "", "kb_information"], [9, 2, 1, "", "kb_mean_information"], [9, 2, 1, "", "kb_relative_information"], [9, 3, 1, "", "matrix"], [9, 3, 1, "", "matthews_correlation_coefficient"], [9, 2, 1, "", "mean_absolute_error"], [9, 2, 1, "", "mean_prior_absolute_error"], [9, 3, 1, "", "num_false_negatives"], [9, 3, 1, "", "num_false_positives"], [9, 2, 1, "", "num_instances"], [9, 3, 1, "", "num_true_negatives"], [9, 3, 1, "", "num_true_positives"], [9, 2, 1, "", "percent_correct"], [9, 2, 1, "", "percent_incorrect"], [9, 2, 1, "", "percent_unclassified"], [9, 3, 1, "", "precision"], [9, 2, 1, "", "predictions"], [9, 3, 1, "", "recall"], [9, 2, 1, "", "relative_absolute_error"], [9, 2, 1, "", "root_mean_prior_squared_error"], [9, 2, 1, "", "root_mean_squared_error"], [9, 2, 1, "", "root_relative_squared_error"], [9, 2, 1, "", "sf_entropy_gain"], [9, 2, 1, "", "sf_mean_entropy_gain"], [9, 2, 1, "", "sf_mean_prior_entropy"], [9, 2, 1, "", "sf_mean_scheme_entropy"], [9, 2, 1, "", "sf_prior_entropy"], [9, 2, 1, "", "sf_scheme_entropy"], [9, 2, 1, "", "size_of_predicted_regions"], [9, 3, 1, "", "summary"], [9, 3, 1, "", "test_model"], [9, 3, 1, "", "test_model_once"], [9, 2, 1, "", "total_cost"], [9, 3, 1, "", "true_negative_rate"], [9, 3, 1, "", "true_positive_rate"], [9, 2, 1, "", "unclassified"], [9, 2, 1, "", "unweighted_macro_f_measure"], [9, 2, 1, "", "unweighted_micro_f_measure"], [9, 2, 1, "", "weighted_area_under_prc"], [9, 2, 1, "", "weighted_area_under_roc"], [9, 2, 1, "", "weighted_f_measure"], [9, 2, 1, "", "weighted_false_negative_rate"], [9, 2, 1, "", "weighted_false_positive_rate"], [9, 2, 1, "", "weighted_matthews_correlation"], [9, 2, 1, "", "weighted_precision"], [9, 2, 1, "", "weighted_recall"], [9, 2, 1, "", "weighted_true_negative_rate"], [9, 2, 1, "", "weighted_true_positive_rate"]], "weka.classifiers.FilteredClassifier": [[9, 3, 1, "", "check_for_modified_class_attribute"], [9, 2, 1, "", "filter"]], "weka.classifiers.GridSearch": [[9, 2, 1, "", "best"], [9, 2, 1, "", "evaluation"], [9, 2, 1, "", "x"], [9, 2, 1, "", "y"]], "weka.classifiers.Kernel": [[9, 3, 1, "", "build_kernel"], [9, 3, 1, "", "capabilities"], [9, 2, 1, "", "checks_turned_off"], [9, 3, 1, "", "clean"], [9, 3, 1, "", "eval"], [9, 3, 1, "", "make_copy"]], "weka.classifiers.KernelClassifier": [[9, 2, 1, "", "kernel"]], "weka.classifiers.MultiSearch": [[9, 2, 1, "", "best"], [9, 2, 1, "", "evaluation"], [9, 2, 1, "", "parameters"]], "weka.classifiers.MultipleClassifiersCombiner": [[9, 3, 1, "", "append"], [9, 2, 1, "", "classifiers"], [9, 3, 1, "", "clear"]], "weka.classifiers.NominalPrediction": [[9, 2, 1, "", "distribution"], [9, 2, 1, "", "margin"]], "weka.classifiers.NumericPrediction": [[9, 2, 1, "", "error"], [9, 2, 1, "", "prediction_intervals"]], "weka.classifiers.Prediction": [[9, 2, 1, "", "actual"], [9, 2, 1, "", "predicted"], [9, 2, 1, "", "weight"]], "weka.classifiers.PredictionOutput": [[9, 3, 1, "", "buffer_content"], [9, 2, 1, "", "header"], [9, 3, 1, "", "print_all"], [9, 3, 1, "", "print_classification"], [9, 3, 1, "", "print_classifications"], [9, 3, 1, "", "print_footer"], [9, 3, 1, "", "print_header"]], "weka.classifiers.SingleClassifierEnhancer": [[9, 2, 1, "", "classifier"]], "weka.clusterers": [[9, 1, 1, "", "ClusterEvaluation"], [9, 1, 1, "", "Clusterer"], [9, 1, 1, "", "FilteredClusterer"], [9, 1, 1, "", "SingleClustererEnhancer"], [9, 4, 1, "", "avg_silhouette_coefficient"], [9, 4, 1, "", "main"], [9, 4, 1, "", "sys_main"]], "weka.clusterers.ClusterEvaluation": [[9, 2, 1, "", "classes_to_clusters"], [9, 2, 1, "", "cluster_assignments"], [9, 2, 1, "", "cluster_results"], [9, 3, 1, "", "crossvalidate_model"], [9, 3, 1, "", "evaluate_clusterer"], [9, 2, 1, "", "log_likelihood"], [9, 2, 1, "", "num_clusters"], [9, 3, 1, "", "set_model"], [9, 3, 1, "", "test_model"]], "weka.clusterers.Clusterer": [[9, 3, 1, "", "build_clusterer"], [9, 2, 1, "", "capabilities"], [9, 3, 1, "", "cluster_instance"], [9, 3, 1, "", "deserialize"], [9, 3, 1, "", "distribution_for_instance"], [9, 2, 1, "", "graph"], [9, 2, 1, "", "graph_type"], [9, 2, 1, "", "header"], [9, 3, 1, "", "make_copy"], [9, 2, 1, "", "number_of_clusters"], [9, 3, 1, "", "serialize"], [9, 3, 1, "", "update_clusterer"], [9, 3, 1, "", "update_finished"]], "weka.clusterers.FilteredClusterer": [[9, 2, 1, "", "filter"]], "weka.clusterers.SingleClustererEnhancer": [[9, 2, 1, "", "clusterer"]], "weka.core": [[10, 0, 0, "-", "capabilities"], [10, 0, 0, "-", "classes"], [10, 0, 0, "-", "converters"], [10, 0, 0, "-", "database"], [10, 0, 0, "-", "dataset"], [10, 0, 0, "-", "distances"], [10, 0, 0, "-", "jvm"], [10, 0, 0, "-", "packages"], [10, 0, 0, "-", "serialization"], [10, 0, 0, "-", "stemmers"], [10, 0, 0, "-", "stopwords"], [10, 0, 0, "-", "tokenizers"], [10, 0, 0, "-", "typeconv"], [10, 0, 0, "-", "utils"], [10, 0, 0, "-", "version"]], "weka.core.capabilities": [[10, 1, 1, "", "Capabilities"], [10, 1, 1, "", "Capability"]], "weka.core.capabilities.Capabilities": [[10, 3, 1, "", "attribute_capabilities"], [10, 3, 1, "", "capabilities"], [10, 3, 1, "", "class_capabilities"], [10, 3, 1, "", "dependencies"], [10, 3, 1, "", "disable"], [10, 3, 1, "", "disable_all"], [10, 3, 1, "", "disable_all_attribute_dependencies"], [10, 3, 1, "", "disable_all_attributes"], [10, 3, 1, "", "disable_all_class_dependencies"], [10, 3, 1, "", "disable_all_classes"], [10, 3, 1, "", "disable_dependency"], [10, 3, 1, "", "enable"], [10, 3, 1, "", "enable_all"], [10, 3, 1, "", "enable_all_attribute_dependencies"], [10, 3, 1, "", "enable_all_attributes"], [10, 3, 1, "", "enable_all_class_dependencies"], [10, 3, 1, "", "enable_all_classes"], [10, 3, 1, "", "enable_dependency"], [10, 3, 1, "", "for_instances"], [10, 3, 1, "", "handles"], [10, 3, 1, "", "has_dependencies"], [10, 3, 1, "", "has_dependency"], [10, 2, 1, "", "min_instances"], [10, 3, 1, "", "other_capabilities"], [10, 2, 1, "", "owner"], [10, 3, 1, "", "supports"], [10, 3, 1, "", "supports_maybe"], [10, 3, 1, "", "test_attribute"], [10, 3, 1, "", "test_instances"]], "weka.core.capabilities.Capability": [[10, 2, 1, "", "is_attribute"], [10, 2, 1, "", "is_attribute_capability"], [10, 2, 1, "", "is_class"], [10, 2, 1, "", "is_class_capability"], [10, 2, 1, "", "is_other_capability"]], "weka.core.classes": [[10, 1, 1, "", "AbstractParameter"], [10, 1, 1, "", "Date"], [10, 1, 1, "", "Enum"], [10, 1, 1, "", "Environment"], [10, 1, 1, "", "JavaArray"], [10, 1, 1, "", "JavaArrayIterator"], [10, 1, 1, "", "JavaObject"], [10, 1, 1, "", "ListParameter"], [10, 1, 1, "", "MathParameter"], [10, 1, 1, "", "Option"], [10, 1, 1, "", "OptionHandler"], [10, 1, 1, "", "Random"], [10, 1, 1, "", "Range"], [10, 1, 1, "", "SelectedTag"], [10, 1, 1, "", "SetupGenerator"], [10, 1, 1, "", "SingleIndex"], [10, 1, 1, "", "Tag"], [10, 1, 1, "", "Tags"], [10, 4, 1, "", "backquote"], [10, 4, 1, "", "complete_classname"], [10, 4, 1, "", "deepcopy"], [10, 4, 1, "", "from_byte_array"], [10, 4, 1, "", "from_commandline"], [10, 4, 1, "", "get_classname"], [10, 4, 1, "", "get_enum"], [10, 4, 1, "", "get_jclass"], [10, 4, 1, "", "get_static_field"], [10, 4, 1, "", "help_for"], [10, 4, 1, "", "is_array"], [10, 4, 1, "", "is_instance_of"], [10, 4, 1, "", "join_options"], [10, 4, 1, "", "list_property_names"], [10, 4, 1, "", "load_suggestions"], [10, 4, 1, "", "main"], [10, 4, 1, "", "new_array"], [10, 4, 1, "", "new_instance"], [10, 4, 1, "", "quote"], [10, 4, 1, "", "serialization_read"], [10, 4, 1, "", "serialization_read_all"], [10, 4, 1, "", "serialization_write"], [10, 4, 1, "", "serialization_write_all"], [10, 4, 1, "", "split_commandline"], [10, 4, 1, "", "split_options"], [10, 4, 1, "", "suggest_package"], [10, 5, 1, "", "suggestions"], [10, 4, 1, "", "to_byte_array"], [10, 4, 1, "", "to_commandline"], [10, 4, 1, "", "unbackquote"], [10, 4, 1, "", "unquote"]], "weka.core.classes.AbstractParameter": [[10, 2, 1, "", "prop"]], "weka.core.classes.Date": [[10, 2, 1, "", "time"]], "weka.core.classes.Enum": [[10, 2, 1, "", "name"], [10, 2, 1, "", "ordinal"], [10, 2, 1, "", "values"]], "weka.core.classes.Environment": [[10, 3, 1, "", "add_variable"], [10, 3, 1, "", "remove_variable"], [10, 3, 1, "", "system_wide"], [10, 3, 1, "", "variable_names"], [10, 3, 1, "", "variable_value"]], "weka.core.classes.JavaArray": [[10, 3, 1, "", "component_type"], [10, 3, 1, "", "new_array"]], "weka.core.classes.JavaObject": [[10, 3, 1, "", "check_type"], [10, 2, 1, "", "classname"], [10, 3, 1, "", "enforce_type"], [10, 3, 1, "", "from_dict"], [10, 3, 1, "", "get_property"], [10, 2, 1, "", "is_serializable"], [10, 2, 1, "", "jclass"], [10, 2, 1, "", "jwrapper"], [10, 3, 1, "", "new_instance"], [10, 3, 1, "", "set_property"], [10, 3, 1, "", "to_dict"]], "weka.core.classes.ListParameter": [[10, 2, 1, "", "values"]], "weka.core.classes.MathParameter": [[10, 2, 1, "", "base"], [10, 2, 1, "", "expression"], [10, 2, 1, "", "maximum"], [10, 2, 1, "", "minimum"], [10, 2, 1, "", "step"]], "weka.core.classes.Option": [[10, 2, 1, "", "description"], [10, 2, 1, "", "name"], [10, 2, 1, "", "num_arguments"], [10, 2, 1, "", "synopsis"]], "weka.core.classes.OptionHandler": [[10, 3, 1, "", "description"], [10, 3, 1, "", "from_dict"], [10, 3, 1, "", "global_info"], [10, 2, 1, "", "options"], [10, 3, 1, "", "to_commandline"], [10, 3, 1, "", "to_dict"], [10, 3, 1, "", "to_help"]], "weka.core.classes.Random": [[10, 3, 1, "", "next_double"], [10, 3, 1, "", "next_int"]], "weka.core.classes.Range": [[10, 2, 1, "", "invert"], [10, 2, 1, "", "ranges"], [10, 3, 1, "", "selection"], [10, 3, 1, "", "upper"]], "weka.core.classes.SelectedTag": [[10, 2, 1, "", "selected"], [10, 2, 1, "", "tags"]], "weka.core.classes.SetupGenerator": [[10, 2, 1, "", "base_object"], [10, 2, 1, "", "parameters"], [10, 3, 1, "", "setups"]], "weka.core.classes.SingleIndex": [[10, 3, 1, "", "index"], [10, 2, 1, "", "single_index"], [10, 3, 1, "", "upper"]], "weka.core.classes.Tag": [[10, 2, 1, "", "ident"], [10, 2, 1, "", "identstr"], [10, 2, 1, "", "readable"]], "weka.core.classes.Tags": [[10, 3, 1, "", "find"], [10, 3, 1, "", "get_object_tags"], [10, 3, 1, "", "get_tags"]], "weka.core.converters": [[10, 1, 1, "", "IncrementalLoaderIterator"], [10, 1, 1, "", "Loader"], [10, 1, 1, "", "Saver"], [10, 1, 1, "", "TextDirectoryLoader"], [10, 4, 1, "", "load_any_file"], [10, 4, 1, "", "load_csv_file"], [10, 4, 1, "", "loader_for_file"], [10, 4, 1, "", "ndarray_to_instances"], [10, 4, 1, "", "save_any_file"], [10, 4, 1, "", "saver_for_file"]], "weka.core.converters.Loader": [[10, 3, 1, "", "load_file"], [10, 3, 1, "", "load_url"]], "weka.core.converters.Saver": [[10, 3, 1, "", "capabilities"], [10, 3, 1, "", "save_file"]], "weka.core.converters.TextDirectoryLoader": [[10, 3, 1, "", "load"]], "weka.core.database": [[10, 1, 1, "", "DatabaseUtils"], [10, 1, 1, "", "InstanceQuery"]], "weka.core.database.DatabaseUtils": [[10, 2, 1, "", "db_url"], [10, 2, 1, "", "password"], [10, 2, 1, "", "user"]], "weka.core.database.InstanceQuery": [[10, 2, 1, "", "custom_properties"], [10, 2, 1, "", "query"], [10, 3, 1, "", "retrieve_instances"], [10, 2, 1, "", "sparse_data"]], "weka.core.dataset": [[10, 1, 1, "", "Attribute"], [10, 1, 1, "", "AttributeIterator"], [10, 1, 1, "", "AttributeStats"], [10, 1, 1, "", "Instance"], [10, 1, 1, "", "InstanceIterator"], [10, 1, 1, "", "InstanceValueIterator"], [10, 1, 1, "", "Instances"], [10, 1, 1, "", "Stats"], [10, 4, 1, "", "check_col_names_unique"], [10, 4, 1, "", "create_instances_from_lists"], [10, 4, 1, "", "create_instances_from_matrices"], [10, 4, 1, "", "missing_value"]], "weka.core.dataset.Attribute": [[10, 3, 1, "", "add_relation"], [10, 3, 1, "", "add_string_value"], [10, 3, 1, "", "copy"], [10, 3, 1, "", "create_date"], [10, 3, 1, "", "create_nominal"], [10, 3, 1, "", "create_numeric"], [10, 3, 1, "", "create_relational"], [10, 3, 1, "", "create_string"], [10, 2, 1, "", "date_format"], [10, 3, 1, "", "equals"], [10, 3, 1, "", "equals_msg"], [10, 2, 1, "", "index"], [10, 3, 1, "", "index_of"], [10, 2, 1, "", "is_averagable"], [10, 2, 1, "", "is_date"], [10, 3, 1, "", "is_in_range"], [10, 2, 1, "", "is_nominal"], [10, 2, 1, "", "is_numeric"], [10, 2, 1, "", "is_relation_valued"], [10, 2, 1, "", "is_string"], [10, 2, 1, "", "lower_numeric_bound"], [10, 2, 1, "", "name"], [10, 2, 1, "", "num_values"], [10, 2, 1, "", "ordering"], [10, 3, 1, "", "parse_date"], [10, 2, 1, "", "type"], [10, 3, 1, "", "type_str"], [10, 2, 1, "", "upper_numeric_bound"], [10, 3, 1, "", "value"], [10, 2, 1, "", "values"], [10, 2, 1, "", "weight"]], "weka.core.dataset.AttributeStats": [[10, 2, 1, "", "distinct_count"], [10, 2, 1, "", "int_count"], [10, 2, 1, "", "missing_count"], [10, 2, 1, "", "nominal_counts"], [10, 2, 1, "", "nominal_weights"], [10, 2, 1, "", "numeric_stats"], [10, 2, 1, "", "total_count"], [10, 2, 1, "", "unique_count"]], "weka.core.dataset.Instance": [[10, 2, 1, "", "class_attribute"], [10, 2, 1, "", "class_index"], [10, 3, 1, "", "create_instance"], [10, 3, 1, "", "create_sparse_instance"], [10, 2, 1, "", "dataset"], [10, 3, 1, "", "get_relational_value"], [10, 3, 1, "", "get_string_value"], [10, 3, 1, "", "get_value"], [10, 3, 1, "", "has_class"], [10, 3, 1, "", "has_missing"], [10, 3, 1, "", "is_missing"], [10, 3, 1, "", "missing_value"], [10, 2, 1, "", "num_attributes"], [10, 2, 1, "", "num_classes"], [10, 3, 1, "", "set_missing"], [10, 3, 1, "", "set_string_value"], [10, 3, 1, "", "set_value"], [10, 3, 1, "", "to_numpy"], [10, 2, 1, "", "values"], [10, 2, 1, "", "weight"]], "weka.core.dataset.Instances": [[10, 3, 1, "", "add_instance"], [10, 3, 1, "", "append_instances"], [10, 3, 1, "", "attribute"], [10, 3, 1, "", "attribute_by_name"], [10, 3, 1, "", "attribute_names"], [10, 3, 1, "", "attribute_stats"], [10, 3, 1, "", "attributes"], [10, 2, 1, "", "class_attribute"], [10, 2, 1, "", "class_index"], [10, 3, 1, "", "class_is_first"], [10, 3, 1, "", "class_is_last"], [10, 3, 1, "", "compactify"], [10, 3, 1, "", "copy_instances"], [10, 3, 1, "", "copy_structure"], [10, 3, 1, "", "create_instances"], [10, 3, 1, "", "cv_splits"], [10, 3, 1, "", "delete"], [10, 3, 1, "", "delete_attribute"], [10, 3, 1, "", "delete_attribute_type"], [10, 3, 1, "", "delete_first_attribute"], [10, 3, 1, "", "delete_last_attribute"], [10, 3, 1, "", "delete_with_missing"], [10, 3, 1, "", "equal_headers"], [10, 3, 1, "", "get_instance"], [10, 3, 1, "", "has_class"], [10, 3, 1, "", "insert_attribute"], [10, 3, 1, "", "merge_instances"], [10, 3, 1, "", "no_class"], [10, 2, 1, "", "num_attributes"], [10, 2, 1, "", "num_instances"], [10, 3, 1, "", "randomize"], [10, 2, 1, "", "relationname"], [10, 3, 1, "", "set_instance"], [10, 3, 1, "", "sort"], [10, 3, 1, "", "stratify"], [10, 3, 1, "", "subset"], [10, 3, 1, "", "summary"], [10, 3, 1, "", "template_instances"], [10, 3, 1, "", "test_cv"], [10, 3, 1, "", "to_numpy"], [10, 3, 1, "", "train_cv"], [10, 3, 1, "", "train_test_split"], [10, 3, 1, "", "values"]], "weka.core.dataset.Stats": [[10, 2, 1, "", "count"], [10, 2, 1, "", "max"], [10, 2, 1, "", "mean"], [10, 2, 1, "", "min"], [10, 2, 1, "", "stddev"], [10, 2, 1, "", "sum"], [10, 2, 1, "", "sumsq"]], "weka.core.distances": [[10, 1, 1, "", "DistanceFunction"]], "weka.core.distances.DistanceFunction": [[10, 2, 1, "", "attribute_indices"], [10, 3, 1, "", "distance"], [10, 2, 1, "", "instances"]], "weka.core.jvm": [[10, 4, 1, "", "add_bundled_jars"], [10, 4, 1, "", "add_system_classpath"], [10, 5, 1, "", "automatically_install_packages"], [10, 4, 1, "", "lib_dir"], [10, 4, 1, "", "start"], [10, 5, 1, "", "started"], [10, 4, 1, "", "stop"], [10, 5, 1, "", "with_package_support"]], "weka.core.packages": [[10, 1, 1, "", "Dependency"], [10, 5, 1, "", "LATEST"], [10, 1, 1, "", "Package"], [10, 1, 1, "", "PackageConstraint"], [10, 4, 1, "", "all_package"], [10, 4, 1, "", "all_packages"], [10, 4, 1, "", "available_package"], [10, 4, 1, "", "available_packages"], [10, 4, 1, "", "establish_cache"], [10, 4, 1, "", "install_missing_package"], [10, 4, 1, "", "install_missing_packages"], [10, 4, 1, "", "install_package"], [10, 4, 1, "", "install_packages"], [10, 4, 1, "", "installed_package"], [10, 4, 1, "", "installed_packages"], [10, 4, 1, "", "is_installed"], [10, 4, 1, "", "main"], [10, 4, 1, "", "refresh_cache"], [10, 4, 1, "", "suggest_package"], [10, 4, 1, "", "sys_main"], [10, 4, 1, "", "uninstall_package"], [10, 4, 1, "", "uninstall_packages"]], "weka.core.packages.Dependency": [[10, 2, 1, "", "source"], [10, 2, 1, "", "target"]], "weka.core.packages.Package": [[10, 3, 1, "", "as_dict"], [10, 2, 1, "", "dependencies"], [10, 3, 1, "", "install"], [10, 2, 1, "", "is_installed"], [10, 2, 1, "", "metadata"], [10, 2, 1, "", "name"], [10, 2, 1, "", "url"], [10, 2, 1, "", "version"]], "weka.core.packages.PackageConstraint": [[10, 3, 1, "", "check_constraint"], [10, 3, 1, "", "get_package"], [10, 3, 1, "", "set_package"]], "weka.core.stemmers": [[10, 1, 1, "", "Stemmer"]], "weka.core.stemmers.Stemmer": [[10, 3, 1, "", "stem"]], "weka.core.stopwords": [[10, 1, 1, "", "Stopwords"]], "weka.core.stopwords.Stopwords": [[10, 3, 1, "", "is_stopword"]], "weka.core.tokenizers": [[10, 1, 1, "", "TokenIterator"], [10, 1, 1, "", "Tokenizer"]], "weka.core.tokenizers.Tokenizer": [[10, 3, 1, "", "tokenize"]], "weka.core.typeconv": [[10, 4, 1, "", "float_to_jfloat"], [10, 4, 1, "", "from_jobject_array"], [10, 4, 1, "", "jdouble_array_to_ndarray"], [10, 4, 1, "", "jdouble_matrix_to_ndarray"], [10, 4, 1, "", "jdouble_to_float"], [10, 4, 1, "", "jenumeration_to_list"], [10, 4, 1, "", "jint_array_to_ndarray"], [10, 4, 1, "", "jstring_array_to_list"], [10, 4, 1, "", "jstring_list_to_string_list"], [10, 4, 1, "", "string_list_to_jarray"], [10, 4, 1, "", "string_list_to_jlist"], [10, 4, 1, "", "to_jdouble_array"], [10, 4, 1, "", "to_jint_array"], [10, 4, 1, "", "to_jobject_array"], [10, 4, 1, "", "to_string"]], "weka.core.utils": [[10, 4, 1, "", "correlation"], [10, 4, 1, "", "normalize"], [10, 4, 1, "", "variance"]], "weka.core.version": [[10, 4, 1, "", "weka_version"]], "weka.datagenerators": [[9, 1, 1, "", "DataGenerator"], [9, 4, 1, "", "main"], [9, 4, 1, "", "sys_main"]], "weka.datagenerators.DataGenerator": [[9, 2, 1, "", "dataset_format"], [9, 3, 1, "", "define_data_format"], [9, 3, 1, "", "generate_example"], [9, 3, 1, "", "generate_examples"], [9, 3, 1, "", "generate_finish"], [9, 3, 1, "", "generate_start"], [9, 3, 1, "", "make_copy"], [9, 3, 1, "", "make_data"], [9, 2, 1, "", "num_examples_act"], [9, 2, 1, "", "single_mode_flag"]], "weka.experiments": [[9, 1, 1, "", "Experiment"], [9, 1, 1, "", "ResultMatrix"], [9, 1, 1, "", "SimpleCrossValidationExperiment"], [9, 1, 1, "", "SimpleExperiment"], [9, 1, 1, "", "SimpleRandomSplitExperiment"], [9, 1, 1, "", "Tester"]], "weka.experiments.ResultMatrix": [[9, 3, 1, "", "average"], [9, 2, 1, "", "columns"], [9, 3, 1, "", "get_col_name"], [9, 3, 1, "", "get_mean"], [9, 3, 1, "", "get_row_name"], [9, 3, 1, "", "get_stdev"], [9, 3, 1, "", "hide_col"], [9, 3, 1, "", "hide_row"], [9, 3, 1, "", "is_col_hidden"], [9, 3, 1, "", "is_row_hidden"], [9, 2, 1, "", "rows"], [9, 3, 1, "", "set_col_name"], [9, 3, 1, "", "set_mean"], [9, 3, 1, "", "set_row_name"], [9, 3, 1, "", "set_stdev"], [9, 3, 1, "", "show_col"], [9, 3, 1, "", "show_row"], [9, 3, 1, "", "to_string_header"], [9, 3, 1, "", "to_string_key"], [9, 3, 1, "", "to_string_matrix"], [9, 3, 1, "", "to_string_ranking"], [9, 3, 1, "", "to_string_summary"]], "weka.experiments.SimpleCrossValidationExperiment": [[9, 3, 1, "", "configure_resultproducer"]], "weka.experiments.SimpleExperiment": [[9, 3, 1, "", "configure_resultproducer"], [9, 3, 1, "", "configure_splitevaluator"], [9, 3, 1, "", "experiment"], [9, 3, 1, "", "load"], [9, 3, 1, "", "run"], [9, 3, 1, "", "save"], [9, 3, 1, "", "setup"]], "weka.experiments.SimpleRandomSplitExperiment": [[9, 3, 1, "", "configure_resultproducer"]], "weka.experiments.Tester": [[9, 2, 1, "", "dataset_columns"], [9, 2, 1, "", "fold_column"], [9, 3, 1, "", "header"], [9, 3, 1, "", "init_columns"], [9, 2, 1, "", "instances"], [9, 3, 1, "", "multi_resultset_full"], [9, 3, 1, "", "multi_resultset_ranking"], [9, 3, 1, "", "multi_resultset_summary"], [9, 2, 1, "", "result_columns"], [9, 2, 1, "", "resultmatrix"], [9, 2, 1, "", "run_column"], [9, 2, 1, "", "swap_rows_and_cols"]], "weka.filters": [[9, 1, 1, "", "AttributeSelection"], [9, 1, 1, "", "Filter"], [9, 1, 1, "", "MultiFilter"], [9, 1, 1, "", "StringToWordVector"], [9, 4, 1, "", "main"], [9, 4, 1, "", "sys_main"]], "weka.filters.AttributeSelection": [[9, 2, 1, "", "evaluator"], [9, 2, 1, "", "search"]], "weka.filters.Filter": [[9, 3, 1, "", "batch_finished"], [9, 3, 1, "", "capabilities"], [9, 3, 1, "", "deserialize"], [9, 3, 1, "", "filter"], [9, 3, 1, "", "input"], [9, 3, 1, "", "inputformat"], [9, 3, 1, "", "make_copy"], [9, 3, 1, "", "output"], [9, 3, 1, "", "outputformat"], [9, 3, 1, "", "serialize"], [9, 3, 1, "", "to_source"]], "weka.filters.MultiFilter": [[9, 3, 1, "", "append"], [9, 3, 1, "", "clear"], [9, 2, 1, "", "filters"]], "weka.filters.StringToWordVector": [[9, 2, 1, "", "stemmer"], [9, 2, 1, "", "stopwords"], [9, 2, 1, "", "tokenizer"]], "weka.flow": [[11, 0, 0, "-", "container"], [11, 0, 0, "-", "conversion"], [11, 0, 0, "-", "sink"], [11, 0, 0, "-", "source"], [11, 0, 0, "-", "transformer"]], "weka.flow.container": [[11, 1, 1, "", "AttributeSelectionContainer"], [11, 1, 1, "", "ClassificationContainer"], [11, 1, 1, "", "ClusteringContainer"], [11, 1, 1, "", "ModelContainer"]], "weka.flow.container.AttributeSelectionContainer": [[11, 3, 1, "", "is_valid"]], "weka.flow.container.ClassificationContainer": [[11, 3, 1, "", "is_valid"]], "weka.flow.container.ClusteringContainer": [[11, 3, 1, "", "is_valid"]], "weka.flow.container.ModelContainer": [[11, 3, 1, "", "is_valid"]], "weka.flow.conversion": [[11, 1, 1, "", "AnyToCommandline"], [11, 1, 1, "", "CommandlineToAny"]], "weka.flow.conversion.AnyToCommandline": [[11, 3, 1, "", "convert"], [11, 3, 1, "", "description"]], "weka.flow.conversion.CommandlineToAny": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "convert"], [11, 3, 1, "", "description"], [11, 3, 1, "", "fix_config"]], "weka.flow.sink": [[11, 1, 1, "", "ClassifierErrors"], [11, 1, 1, "", "InstanceDumper"], [11, 1, 1, "", "LinePlot"], [11, 1, 1, "", "MatrixPlot"], [11, 1, 1, "", "ModelWriter"], [11, 1, 1, "", "PRC"], [11, 1, 1, "", "ROC"]], "weka.flow.sink.ClassifierErrors": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.sink.InstanceDumper": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"]], "weka.flow.sink.LinePlot": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.sink.MatrixPlot": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.sink.ModelWriter": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"]], "weka.flow.sink.PRC": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.sink.ROC": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.source": [[11, 1, 1, "", "DataGenerator"], [11, 1, 1, "", "LoadDatabase"]], "weka.flow.source.DataGenerator": [[11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 3, 1, "", "from_config"], [11, 2, 1, "", "quickinfo"], [11, 3, 1, "", "to_config"]], "weka.flow.source.LoadDatabase": [[11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.transformer": [[11, 1, 1, "", "AttributeSelection"], [11, 1, 1, "", "ClassSelector"], [11, 1, 1, "", "Copy"], [11, 1, 1, "", "CrossValidate"], [11, 1, 1, "", "Evaluate"], [11, 1, 1, "", "EvaluationSummary"], [11, 1, 1, "", "Filter"], [11, 1, 1, "", "LoadDataset"], [11, 1, 1, "", "ModelReader"], [11, 1, 1, "", "Predict"], [11, 1, 1, "", "RenameRelation"], [11, 1, 1, "", "SetStorageValue"], [11, 1, 1, "", "Train"]], "weka.flow.transformer.AttributeSelection": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.transformer.ClassSelector": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.transformer.Copy": [[11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"]], "weka.flow.transformer.CrossValidate": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.transformer.Evaluate": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.transformer.EvaluationSummary": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.transformer.Filter": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.transformer.LoadDataset": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 3, 1, "", "has_output"], [11, 3, 1, "", "output"], [11, 2, 1, "", "quickinfo"], [11, 3, 1, "", "stop_execution"], [11, 3, 1, "", "wrapup"]], "weka.flow.transformer.ModelReader": [[11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"]], "weka.flow.transformer.Predict": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.transformer.RenameRelation": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.transformer.SetStorageValue": [[11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.transformer.Train": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.plot": [[12, 0, 0, "-", "classifiers"], [12, 0, 0, "-", "clusterers"], [12, 4, 1, "", "create_subsample"], [12, 0, 0, "-", "dataset"], [12, 0, 0, "-", "experiments"], [12, 0, 0, "-", "graph"], [12, 4, 1, "", "set_window_title"]], "weka.plot.classifiers": [[12, 4, 1, "", "generate_thresholdcurve_data"], [12, 4, 1, "", "get_auc"], [12, 4, 1, "", "get_prc"], [12, 4, 1, "", "get_thresholdcurve_data"], [12, 4, 1, "", "plot_classifier_errors"], [12, 4, 1, "", "plot_learning_curve"], [12, 4, 1, "", "plot_prc"], [12, 4, 1, "", "plot_prcs"], [12, 4, 1, "", "plot_roc"], [12, 4, 1, "", "plot_rocs"]], "weka.plot.clusterers": [[12, 4, 1, "", "plot_cluster_assignments"]], "weka.plot.dataset": [[12, 4, 1, "", "line_plot"], [12, 4, 1, "", "matrix_plot"], [12, 4, 1, "", "scatter_plot"]], "weka.plot.experiments": [[12, 4, 1, "", "plot_experiment"]], "weka.plot.graph": [[12, 4, 1, "", "plot_dot_graph"], [12, 4, 1, "", "plot_graph"], [12, 4, 1, "", "plot_xmlbif_graph"], [12, 4, 1, "", "xmlbif_to_dot"]], "weka.timeseries": [[9, 1, 1, "", "ConfidenceIntervalForecaster"], [9, 1, 1, "", "CustomPeriodicTest"], [9, 1, 1, "", "ErrorModule"], [9, 1, 1, "", "IncrementallyPrimeable"], [9, 1, 1, "", "OverlayForecaster"], [9, 1, 1, "", "Periodicity"], [9, 1, 1, "", "PeriodicityHandler"], [9, 1, 1, "", "TSEvalModule"], [9, 1, 1, "", "TSEvaluation"], [9, 1, 1, "", "TSForecaster"], [9, 1, 1, "", "TSLagMaker"], [9, 1, 1, "", "TSLagUser"], [9, 1, 1, "", "TestPart"], [9, 1, 1, "", "WekaForecaster"]], "weka.timeseries.ConfidenceIntervalForecaster": [[9, 2, 1, "", "calculate_conf_intervals_for_forecasts"], [9, 2, 1, "", "confidence_level"], [9, 2, 1, "", "is_producing_confidence_intervals"]], "weka.timeseries.CustomPeriodicTest": [[9, 3, 1, "", "evaluate"], [9, 2, 1, "", "label"], [9, 3, 1, "", "lower_test"], [9, 3, 1, "", "test"], [9, 3, 1, "", "upper_test"]], "weka.timeseries.ErrorModule": [[9, 3, 1, "", "counts_for_targets"], [9, 3, 1, "", "errors_for_target"], [9, 3, 1, "", "predictions_for_all_targets"], [9, 3, 1, "", "predictions_for_target"]], "weka.timeseries.IncrementallyPrimeable": [[9, 3, 1, "", "prime_forecaster_incremental"]], "weka.timeseries.OverlayForecaster": [[9, 3, 1, "", "forecast_with_overlays"], [9, 2, 1, "", "is_using_overlay_data"], [9, 2, 1, "", "overlay_fields"]], "weka.timeseries.PeriodicityHandler": [[9, 2, 1, "", "delta_time"]], "weka.timeseries.TSEvalModule": [[9, 3, 1, "", "calculate_measure"], [9, 2, 1, "", "definition"], [9, 2, 1, "", "description"], [9, 2, 1, "", "eval_name"], [9, 3, 1, "", "evaluate_for_instance"], [9, 3, 1, "", "module"], [9, 3, 1, "", "module_list"], [9, 3, 1, "", "reset"], [9, 2, 1, "", "summary"], [9, 2, 1, "", "target_fields"]], "weka.timeseries.TSEvaluation": [[9, 3, 1, "", "evaluate"], [9, 3, 1, "", "evaluate_forecaster"], [9, 2, 1, "", "evaluate_on_test_data"], [9, 2, 1, "", "evaluate_on_training_data"], [9, 2, 1, "", "evaluation_modules"], [9, 2, 1, "", "forecast_future"], [9, 2, 1, "", "horizon"], [9, 3, 1, "", "predictions_for_test_data"], [9, 3, 1, "", "predictions_for_training_data"], [9, 2, 1, "", "prime_for_test_data_with_test_data"], [9, 2, 1, "", "prime_window_size"], [9, 3, 1, "", "print_future_forecast_on_test_data"], [9, 3, 1, "", "print_future_forecast_on_training_data"], [9, 3, 1, "", "print_predictions_for_test_data"], [9, 3, 1, "", "print_predictions_for_training_data"], [9, 2, 1, "", "rebuild_model_after_each_test_forecast_step"], [9, 3, 1, "", "summary"], [9, 2, 1, "", "test_data"], [9, 2, 1, "", "training_data"]], "weka.timeseries.TSForecaster": [[9, 2, 1, "", "algorithm_name"], [9, 2, 1, "", "base_model_has_serializer"], [9, 3, 1, "", "build_forecaster"], [9, 3, 1, "", "clear_previous_state"], [9, 2, 1, "", "fields_to_forecast"], [9, 3, 1, "", "forecast"], [9, 2, 1, "", "header"], [9, 3, 1, "", "load_base_model"], [9, 3, 1, "", "load_serialized_state"], [9, 2, 1, "", "previous_state"], [9, 3, 1, "", "prime_forecaster"], [9, 3, 1, "", "reset"], [9, 3, 1, "", "run_forecaster"], [9, 3, 1, "", "save_base_model"], [9, 3, 1, "", "serialize_state"], [9, 2, 1, "", "uses_state"]], "weka.timeseries.TSLagMaker": [[9, 2, 1, "", "add_am_indicator"], [9, 3, 1, "", "add_custom_periodic"], [9, 2, 1, "", "add_day_of_month"], [9, 2, 1, "", "add_day_of_week"], [9, 2, 1, "", "add_month_of_year"], [9, 2, 1, "", "add_num_days_in_month"], [9, 2, 1, "", "add_quarter_of_year"], [9, 2, 1, "", "add_weekend_indicator"], [9, 2, 1, "", "adjust_for_trends"], [9, 2, 1, "", "adjust_for_variance"], [9, 2, 1, "", "artificial_time_start_value"], [9, 2, 1, "", "average_consecutive_long_lags"], [9, 2, 1, "", "average_lags_after"], [9, 3, 1, "", "clear_custom_periodics"], [9, 3, 1, "", "clear_lag_histories"], [9, 3, 1, "", "create_time_lag_cross_products"], [9, 2, 1, "", "current_timestamp_value"], [9, 2, 1, "", "delta_time"], [9, 2, 1, "", "fields_to_lag"], [9, 2, 1, "", "fields_to_lag_as_string"], [9, 2, 1, "", "include_powers_of_time"], [9, 2, 1, "", "include_timelag_products"], [9, 3, 1, "", "increment_artificial_time_value"], [9, 2, 1, "", "is_using_artificial_time_index"], [9, 2, 1, "", "lag_range"], [9, 2, 1, "", "max_lag"], [9, 2, 1, "", "min_lag"], [9, 2, 1, "", "num_consecutive_long_lags_to_average"], [9, 2, 1, "", "overlay_fields"], [9, 2, 1, "", "periodicity"], [9, 2, 1, "", "primary_periodic_field_name"], [9, 2, 1, "", "remove_leading_instances_with_unknown_lag_values"], [9, 2, 1, "", "skip_entries"], [9, 2, 1, "", "timestamp_field"], [9, 3, 1, "", "transformed_data"]], "weka.timeseries.TSLagUser": [[9, 2, 1, "", "tslag_maker"]], "weka.timeseries.TestPart": [[9, 3, 1, "", "day"], [9, 3, 1, "", "day_of_month"], [9, 3, 1, "", "day_of_week"], [9, 3, 1, "", "day_of_year"], [9, 3, 1, "", "eval"], [9, 3, 1, "", "hour_of_day"], [9, 2, 1, "", "is_upper"], [9, 3, 1, "", "minute_of_hour"], [9, 2, 1, "", "month"], [9, 3, 1, "", "operator"], [9, 3, 1, "", "second"], [9, 3, 1, "", "week_of_month"], [9, 3, 1, "", "week_of_year"], [9, 3, 1, "", "year"]], "weka.timeseries.WekaForecaster": [[9, 3, 1, "", "add_custom_periodic"], [9, 2, 1, "", "base_forecaster"], [9, 3, 1, "", "clear_custom_periodics"]]}, "objtypes": {"0": "py:module", "1": "py:class", "2": "py:property", "3": "py:method", "4": "py:function", "5": "py:data"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "class", "Python class"], "2": ["py", "property", "Python property"], "3": ["py", "method", "Python method"], "4": ["py", "function", "Python function"], "5": ["py", "data", "Python data"]}, "titleterms": {"command": 0, "line": 0, "data": [0, 3], "gener": [0, 3, 8], "filter": [0, 3, 9], "classifi": [0, 3, 9, 12], "cluster": [0, 3, 9, 12], "attribut": [0, 3], "select": [0, 3], "associ": [0, 3, 9], "packag": [0, 2, 3, 9, 10, 11, 12], "manag": 0, "list": [0, 3], "info": 0, "instal": [0, 2, 6], "uninstal": 0, "check": 0, "statu": 0, "suggest": 0, "develop": 1, "call": 1, "method": 1, "non": 1, "static": 1, "type": 1, "convers": [1, 4, 11], "docker": 2, "imag": 2, "cpu": 2, "gpu": 2, "usag": 2, "execut": 2, "script": 2, "weka": [2, 7, 9, 10, 11, 12], "exampl": [3, 4], "start": 3, "up": 3, "jvm": [3, 10], "locat": 3, "dataset": [3, 10, 12], "load": 3, "print": 3, "creat": 3, "manual": 3, "from": [3, 6], "matric": 3, "subset": 3, "output": 3, "help": 3, "underli": 3, "optionhandl": 3, "option": [3, 6], "handl": 3, "build": 3, "predict": 3, "model": 3, "draw": 3, "graph": [3, 12], "increment": 3, "cross": 3, "valid": 3, "evalu": 3, "displai": 3, "roc": 3, "regressor": 3, "error": 3, "paramet": 3, "optim": 3, "properti": 3, "name": 3, "gridsearch": 3, "multisearch": 3, "timeseri": [3, 9], "serial": [3, 10], "experi": [3, 9, 12], "partial": 3, "classnam": 3, "stop": 3, "databas": [3, 10], "access": 3, "flow": [4, 11], "overview": 4, "life": 4, "cycl": 4, "sourc": [4, 6, 11], "transform": [4, 11], "sink": [4, 11], "control": 4, "actor": 4, "extend": 4, "introduct": 5, "requir": 5, "content": [5, 10, 11, 12], "api": 5, "prerequisit": 6, "all": 6, "platform": 6, "featur": 6, "ubuntu": [6, 8], "debian": [6, 8], "fedora": 6, "cento": 6, "redhat": 6, "other": 6, "linux": [6, 8], "distribut": 6, "colab": 6, "mac": 6, "osx": 6, "window": [6, 8], "us": 6, "anaconda": 6, "troubleshoot": 8, "subpackag": 9, "modul": [9, 10, 11, 12], "attribute_select": 9, "datagener": 9, "core": 10, "capabl": 10, "class": 10, "convert": 10, "distanc": 10, "stemmer": 10, "stopword": 10, "token": 10, "typeconv": 10, "util": 10, "version": 10, "contain": 11, "plot": 12}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx": 58}, "alltitles": {"Command-line": [[0, "command-line"]], "Data generators": [[0, "data-generators"], [3, "data-generators"]], "Filters": [[0, "filters"], [3, "filters"]], "Classifiers": [[0, "classifiers"]], "Clusterers": [[0, "clusterers"]], "Attribute selection": [[0, "attribute-selection"], [3, "attribute-selection"]], "Associators": [[0, "associators"]], "Package management": [[0, "package-management"]], "Listing packages": [[0, "listing-packages"]], "Info on packages": [[0, "info-on-packages"]], "Installing/uninstalling/check installed status": [[0, "installing-uninstalling-check-installed-status"]], "Suggest packages": [[0, "suggest-packages"]], "Development": [[1, "development"]], "Calling methods": [[1, "calling-methods"]], "Non-static methods": [[1, "non-static-methods"]], "Static methods": [[1, "static-methods"]], "Type conversions": [[1, "type-conversions"]], "Docker": [[2, "docker"]], "Images": [[2, "images"]], "CPU": [[2, "cpu"]], "GPU": [[2, "gpu"]], "Usage": [[2, "usage"]], "Executables": [[2, "executables"]], "Scripts": [[2, "scripts"]], "Installing Weka packages": [[2, "installing-weka-packages"]], "Examples": [[3, "examples"], [4, "examples"]], "Start up JVM": [[3, "start-up-jvm"]], "Location of the datasets": [[3, "location-of-the-datasets"]], "Load dataset and print it": [[3, "load-dataset-and-print-it"]], "Create dataset manually": [[3, "create-dataset-manually"]], "Create dataset from lists": [[3, "create-dataset-from-lists"]], "Create dataset from matrices": [[3, "create-dataset-from-matrices"]], "Dataset subsets": [[3, "dataset-subsets"]], "Output help from underlying OptionHandler": [[3, "output-help-from-underlying-optionhandler"]], "Option handling": [[3, "option-handling"]], "Build classifier on dataset, output predictions": [[3, "build-classifier-on-dataset-output-predictions"]], "Build classifier on dataset, print model and draw graph": [[3, "build-classifier-on-dataset-print-model-and-draw-graph"]], "Build classifier incrementally with data and print model": [[3, "build-classifier-incrementally-with-data-and-print-model"]], "Cross-validate filtered classifier and print evaluation and display ROC": [[3, "cross-validate-filtered-classifier-and-print-evaluation-and-display-roc"]], "Cross-validate regressor, display classifier errors and predictions": [[3, "cross-validate-regressor-display-classifier-errors-and-predictions"]], "Parameter optimization - property names": [[3, "parameter-optimization-property-names"]], "Parameter optimization - GridSearch": [[3, "parameter-optimization-gridsearch"]], "Parameter optimization - MultiSearch": [[3, "parameter-optimization-multisearch"]], "Clustering": [[3, "clustering"]], "Associations": [[3, "associations"]], "Timeseries": [[3, "timeseries"]], "Serialization": [[3, "serialization"]], "Experiments": [[3, "experiments"]], "Partial classnames": [[3, "partial-classnames"]], "Packages": [[3, "packages"]], "Stop JVM": [[3, "stop-jvm"]], "Database access": [[3, "database-access"]], "Flow": [[4, "flow"]], "Overview": [[4, "overview"]], "Life cycle": [[4, "life-cycle"]], "Sources": [[4, "sources"]], "Transformers": [[4, "transformers"]], "Sinks": [[4, "sinks"]], "Control actors": [[4, "control-actors"]], "Conversions": [[4, "conversions"]], "Extending": [[4, "extending"]], "Introduction": [[5, "introduction"]], "Requirements": [[5, "requirements"]], "Contents": [[5, "contents"]], "API": [[5, "api"]], "Installation": [[6, "installation"]], "Prerequisites for all platforms": [[6, "prerequisites-for-all-platforms"]], "Optional features": [[6, "optional-features"]], "Ubuntu": [[6, "ubuntu"], [8, "ubuntu"]], "Debian": [[6, "debian"], [8, "debian"]], "Fedora/CentOS/Redhat": [[6, "fedora-centos-redhat"]], "Other Linux distributions": [[6, "other-linux-distributions"]], "COLAB": [[6, "colab"]], "Mac OSX": [[6, "mac-osx"]], "Windows using Anaconda": [[6, "windows-using-anaconda"]], "Windows": [[6, "windows"], [8, "windows"]], "From source": [[6, "from-source"]], "weka": [[7, "weka"]], "Troubleshooting": [[8, "troubleshooting"]], "General": [[8, "general"]], "Linux": [[8, "linux"]], "weka package": [[9, "weka-package"]], "Subpackages": [[9, "subpackages"]], "weka.associations module": [[9, "module-weka.associations"]], "weka.attribute_selection module": [[9, "module-weka.attribute_selection"]], "weka.classifiers module": [[9, "module-weka.classifiers"]], "weka.clusterers module": [[9, "module-weka.clusterers"]], "weka.datagenerators module": [[9, "module-weka.datagenerators"]], "weka.experiments module": [[9, "module-weka.experiments"]], "weka.filters module": [[9, "module-weka.filters"]], "weka.timeseries module": [[9, "module-weka.timeseries"]], "weka.core package": [[10, "weka-core-package"]], "weka.core.capabilities module": [[10, "module-weka.core.capabilities"]], "weka.core.classes module": [[10, "module-weka.core.classes"]], "weka.core.converters module": [[10, "module-weka.core.converters"]], "weka.core.database module": [[10, "module-weka.core.database"]], "weka.core.dataset module": [[10, "module-weka.core.dataset"]], "weka.core.distances module": [[10, "module-weka.core.distances"]], "weka.core.jvm module": [[10, "module-weka.core.jvm"]], "weka.core.packages module": [[10, "module-weka.core.packages"]], "weka.core.serialization module": [[10, "module-weka.core.serialization"]], "weka.core.stemmers module": [[10, "module-weka.core.stemmers"]], "weka.core.stopwords module": [[10, "module-weka.core.stopwords"]], "weka.core.tokenizers module": [[10, "module-weka.core.tokenizers"]], "weka.core.typeconv module": [[10, "module-weka.core.typeconv"]], "weka.core.utils module": [[10, "module-weka.core.utils"]], "weka.core.version module": [[10, "module-weka.core.version"]], "Module contents": [[10, "module-weka.core"], [11, "module-weka.flow"], [12, "module-weka.plot"]], "weka.flow package": [[11, "weka-flow-package"]], "weka.flow.container module": [[11, "module-weka.flow.container"]], "weka.flow.conversion module": [[11, "module-weka.flow.conversion"]], "weka.flow.sink module": [[11, "module-weka.flow.sink"]], "weka.flow.source module": [[11, "module-weka.flow.source"]], "weka.flow.transformer module": [[11, "module-weka.flow.transformer"]], "weka.plot package": [[12, "weka-plot-package"]], "weka.plot.classifiers module": [[12, "module-weka.plot.classifiers"]], "weka.plot.clusterers module": [[12, "module-weka.plot.clusterers"]], "weka.plot.dataset module": [[12, "module-weka.plot.dataset"]], "weka.plot.experiments module": [[12, "module-weka.plot.experiments"]], "weka.plot.graph module": [[12, "module-weka.plot.graph"]]}, "indexentries": {"asevaluation (class in weka.attribute_selection)": [[9, "weka.attribute_selection.ASEvaluation"]], "assearch (class in weka.attribute_selection)": [[9, "weka.attribute_selection.ASSearch"]], "associationrule (class in weka.associations)": [[9, "weka.associations.AssociationRule"]], "associationrules (class in weka.associations)": [[9, "weka.associations.AssociationRules"]], "associationrulesiterator (class in weka.associations)": [[9, "weka.associations.AssociationRulesIterator"]], "associator (class in weka.associations)": [[9, "weka.associations.Associator"]], "attributeselectedclassifier (class in weka.classifiers)": [[9, "weka.classifiers.AttributeSelectedClassifier"]], "attributeselection (class in weka.attribute_selection)": [[9, "weka.attribute_selection.AttributeSelection"]], "attributeselection (class in weka.filters)": [[9, "weka.filters.AttributeSelection"]], "classifier (class in weka.classifiers)": [[9, "weka.classifiers.Classifier"]], "clusterevaluation (class in weka.clusterers)": [[9, "weka.clusterers.ClusterEvaluation"]], "clusterer (class in weka.clusterers)": [[9, "weka.clusterers.Clusterer"]], "confidenceintervalforecaster (class in weka.timeseries)": [[9, "weka.timeseries.ConfidenceIntervalForecaster"]], "costmatrix (class in weka.classifiers)": [[9, "weka.classifiers.CostMatrix"]], "customperiodictest (class in weka.timeseries)": [[9, "weka.timeseries.CustomPeriodicTest"]], "datagenerator (class in weka.datagenerators)": [[9, "weka.datagenerators.DataGenerator"]], "errormodule (class in weka.timeseries)": [[9, "weka.timeseries.ErrorModule"]], "evaluation (class in weka.classifiers)": [[9, "weka.classifiers.Evaluation"]], "experiment (class in weka.experiments)": [[9, "weka.experiments.Experiment"]], "filter (class in weka.filters)": [[9, "weka.filters.Filter"]], "filteredclassifier (class in weka.classifiers)": [[9, "weka.classifiers.FilteredClassifier"]], "filteredclusterer (class in weka.clusterers)": [[9, "weka.clusterers.FilteredClusterer"]], "gridsearch (class in weka.classifiers)": [[9, "weka.classifiers.GridSearch"]], "incrementallyprimeable (class in weka.timeseries)": [[9, "weka.timeseries.IncrementallyPrimeable"]], "item (class in weka.associations)": [[9, "weka.associations.Item"]], "kernel (class in weka.classifiers)": [[9, "weka.classifiers.Kernel"]], "kernelclassifier (class in weka.classifiers)": [[9, "weka.classifiers.KernelClassifier"]], "multifilter (class in weka.filters)": [[9, "weka.filters.MultiFilter"]], "multisearch (class in weka.classifiers)": [[9, "weka.classifiers.MultiSearch"]], "multipleclassifierscombiner (class in weka.classifiers)": [[9, "weka.classifiers.MultipleClassifiersCombiner"]], "nominalprediction (class in weka.classifiers)": [[9, "weka.classifiers.NominalPrediction"]], "numericprediction (class in weka.classifiers)": [[9, "weka.classifiers.NumericPrediction"]], "overlayforecaster (class in weka.timeseries)": [[9, "weka.timeseries.OverlayForecaster"]], "periodicity (class in weka.timeseries)": [[9, "weka.timeseries.Periodicity"]], "periodicityhandler (class in weka.timeseries)": [[9, "weka.timeseries.PeriodicityHandler"]], "prediction (class in weka.classifiers)": [[9, "weka.classifiers.Prediction"]], "predictionoutput (class in weka.classifiers)": [[9, "weka.classifiers.PredictionOutput"]], "resultmatrix (class in weka.experiments)": [[9, "weka.experiments.ResultMatrix"]], "simplecrossvalidationexperiment (class in weka.experiments)": [[9, "weka.experiments.SimpleCrossValidationExperiment"]], "simpleexperiment (class in weka.experiments)": [[9, "weka.experiments.SimpleExperiment"]], "simplerandomsplitexperiment (class in weka.experiments)": [[9, "weka.experiments.SimpleRandomSplitExperiment"]], "singleclassifierenhancer (class in weka.classifiers)": [[9, "weka.classifiers.SingleClassifierEnhancer"]], "singleclustererenhancer (class in weka.clusterers)": [[9, "weka.clusterers.SingleClustererEnhancer"]], "stringtowordvector (class in weka.filters)": [[9, "weka.filters.StringToWordVector"]], "tsevalmodule (class in weka.timeseries)": [[9, "weka.timeseries.TSEvalModule"]], "tsevaluation (class in weka.timeseries)": [[9, "weka.timeseries.TSEvaluation"]], "tsforecaster (class in weka.timeseries)": [[9, "weka.timeseries.TSForecaster"]], "tslagmaker (class in weka.timeseries)": [[9, "weka.timeseries.TSLagMaker"]], "tslaguser (class in weka.timeseries)": [[9, "weka.timeseries.TSLagUser"]], "testpart (class in weka.timeseries)": [[9, "weka.timeseries.TestPart"]], "tester (class in weka.experiments)": [[9, "weka.experiments.Tester"]], "wekaforecaster (class in weka.timeseries)": [[9, "weka.timeseries.WekaForecaster"]], "actual (weka.classifiers.prediction property)": [[9, "weka.classifiers.Prediction.actual"]], "add_am_indicator (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.add_am_indicator"]], "add_custom_periodic() (weka.timeseries.tslagmaker method)": [[9, "weka.timeseries.TSLagMaker.add_custom_periodic"]], "add_custom_periodic() (weka.timeseries.wekaforecaster method)": [[9, "weka.timeseries.WekaForecaster.add_custom_periodic"]], "add_day_of_month (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.add_day_of_month"]], "add_day_of_week (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.add_day_of_week"]], "add_month_of_year (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.add_month_of_year"]], "add_num_days_in_month (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.add_num_days_in_month"]], "add_quarter_of_year (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.add_quarter_of_year"]], "add_weekend_indicator (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.add_weekend_indicator"]], "additional_measure() (weka.classifiers.classifier method)": [[9, "weka.classifiers.Classifier.additional_measure"]], "additional_measures (weka.classifiers.classifier property)": [[9, "weka.classifiers.Classifier.additional_measures"]], "adjust_for_trends (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.adjust_for_trends"]], "adjust_for_variance (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.adjust_for_variance"]], "algorithm_name (weka.timeseries.tsforecaster property)": [[9, "weka.timeseries.TSForecaster.algorithm_name"]], "append() (weka.classifiers.multipleclassifierscombiner method)": [[9, "weka.classifiers.MultipleClassifiersCombiner.append"]], "append() (weka.filters.multifilter method)": [[9, "weka.filters.MultiFilter.append"]], "apply_cost_matrix() (weka.classifiers.costmatrix method)": [[9, "weka.classifiers.CostMatrix.apply_cost_matrix"]], "area_under_prc() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.area_under_prc"]], "area_under_roc() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.area_under_roc"]], "artificial_time_start_value (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.artificial_time_start_value"]], "association_rules() (weka.associations.associator method)": [[9, "weka.associations.Associator.association_rules"]], "attribute (weka.associations.item property)": [[9, "weka.associations.Item.attribute"]], "attribute_selection() (weka.attribute_selection.attributeselection class method)": [[9, "weka.attribute_selection.AttributeSelection.attribute_selection"]], "average() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.average"]], "average_consecutive_long_lags (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.average_consecutive_long_lags"]], "average_lags_after (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.average_lags_after"]], "avg_cost (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.avg_cost"]], "avg_silhouette_coefficient() (in module weka.clusterers)": [[9, "weka.clusterers.avg_silhouette_coefficient"]], "base_forecaster (weka.timeseries.wekaforecaster property)": [[9, "weka.timeseries.WekaForecaster.base_forecaster"]], "base_model_has_serializer (weka.timeseries.tsforecaster property)": [[9, "weka.timeseries.TSForecaster.base_model_has_serializer"]], "batch_finished() (weka.filters.filter method)": [[9, "weka.filters.Filter.batch_finished"]], "batch_size (weka.classifiers.classifier property)": [[9, "weka.classifiers.Classifier.batch_size"]], "best (weka.classifiers.gridsearch property)": [[9, "weka.classifiers.GridSearch.best"]], "best (weka.classifiers.multisearch property)": [[9, "weka.classifiers.MultiSearch.best"]], "buffer_content() (weka.classifiers.predictionoutput method)": [[9, "weka.classifiers.PredictionOutput.buffer_content"]], "build_associations() (weka.associations.associator method)": [[9, "weka.associations.Associator.build_associations"]], "build_classifier() (weka.classifiers.classifier method)": [[9, "weka.classifiers.Classifier.build_classifier"]], "build_clusterer() (weka.clusterers.clusterer method)": [[9, "weka.clusterers.Clusterer.build_clusterer"]], "build_evaluator() (weka.attribute_selection.asevaluation method)": [[9, "weka.attribute_selection.ASEvaluation.build_evaluator"]], "build_forecaster() (weka.timeseries.tsforecaster method)": [[9, "weka.timeseries.TSForecaster.build_forecaster"]], "build_kernel() (weka.classifiers.kernel method)": [[9, "weka.classifiers.Kernel.build_kernel"]], "calculate_conf_intervals_for_forecasts (weka.timeseries.confidenceintervalforecaster property)": [[9, "weka.timeseries.ConfidenceIntervalForecaster.calculate_conf_intervals_for_forecasts"]], "calculate_measure() (weka.timeseries.tsevalmodule method)": [[9, "weka.timeseries.TSEvalModule.calculate_measure"]], "can_produce_rules() (weka.associations.associator method)": [[9, "weka.associations.Associator.can_produce_rules"]], "capabilities (weka.associations.associator property)": [[9, "weka.associations.Associator.capabilities"]], "capabilities (weka.attribute_selection.asevaluation property)": [[9, "weka.attribute_selection.ASEvaluation.capabilities"]], "capabilities (weka.classifiers.classifier property)": [[9, "weka.classifiers.Classifier.capabilities"]], "capabilities (weka.clusterers.clusterer property)": [[9, "weka.clusterers.Clusterer.capabilities"]], "capabilities() (weka.classifiers.kernel method)": [[9, "weka.classifiers.Kernel.capabilities"]], "capabilities() (weka.filters.filter method)": [[9, "weka.filters.Filter.capabilities"]], "check_for_modified_class_attribute() (weka.classifiers.filteredclassifier method)": [[9, "weka.classifiers.FilteredClassifier.check_for_modified_class_attribute"]], "checks_turned_off (weka.classifiers.kernel property)": [[9, "weka.classifiers.Kernel.checks_turned_off"]], "class_details() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.class_details"]], "class_priors (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.class_priors"]], "classes_to_clusters (weka.clusterers.clusterevaluation property)": [[9, "weka.clusterers.ClusterEvaluation.classes_to_clusters"]], "classifier (weka.classifiers.singleclassifierenhancer property)": [[9, "weka.classifiers.SingleClassifierEnhancer.classifier"]], "classifiers (weka.classifiers.multipleclassifierscombiner property)": [[9, "weka.classifiers.MultipleClassifiersCombiner.classifiers"]], "classify_instance() (weka.classifiers.classifier method)": [[9, "weka.classifiers.Classifier.classify_instance"]], "clean() (weka.classifiers.kernel method)": [[9, "weka.classifiers.Kernel.clean"]], "clear() (weka.classifiers.multipleclassifierscombiner method)": [[9, "weka.classifiers.MultipleClassifiersCombiner.clear"]], "clear() (weka.filters.multifilter method)": [[9, "weka.filters.MultiFilter.clear"]], "clear_custom_periodics() (weka.timeseries.tslagmaker method)": [[9, "weka.timeseries.TSLagMaker.clear_custom_periodics"]], "clear_custom_periodics() (weka.timeseries.wekaforecaster method)": [[9, "weka.timeseries.WekaForecaster.clear_custom_periodics"]], "clear_lag_histories() (weka.timeseries.tslagmaker method)": [[9, "weka.timeseries.TSLagMaker.clear_lag_histories"]], "clear_previous_state() (weka.timeseries.tsforecaster method)": [[9, "weka.timeseries.TSForecaster.clear_previous_state"]], "cluster_assignments (weka.clusterers.clusterevaluation property)": [[9, "weka.clusterers.ClusterEvaluation.cluster_assignments"]], "cluster_instance() (weka.clusterers.clusterer method)": [[9, "weka.clusterers.Clusterer.cluster_instance"]], "cluster_results (weka.clusterers.clusterevaluation property)": [[9, "weka.clusterers.ClusterEvaluation.cluster_results"]], "clusterer (weka.clusterers.singleclustererenhancer property)": [[9, "weka.clusterers.SingleClustererEnhancer.clusterer"]], "columns (weka.experiments.resultmatrix property)": [[9, "weka.experiments.ResultMatrix.columns"]], "comparison (weka.associations.item property)": [[9, "weka.associations.Item.comparison"]], "confidence_level (weka.timeseries.confidenceintervalforecaster property)": [[9, "weka.timeseries.ConfidenceIntervalForecaster.confidence_level"]], "configure_resultproducer() (weka.experiments.simplecrossvalidationexperiment method)": [[9, "weka.experiments.SimpleCrossValidationExperiment.configure_resultproducer"]], "configure_resultproducer() (weka.experiments.simpleexperiment method)": [[9, "weka.experiments.SimpleExperiment.configure_resultproducer"]], "configure_resultproducer() (weka.experiments.simplerandomsplitexperiment method)": [[9, "weka.experiments.SimpleRandomSplitExperiment.configure_resultproducer"]], "configure_splitevaluator() (weka.experiments.simpleexperiment method)": [[9, "weka.experiments.SimpleExperiment.configure_splitevaluator"]], "confusion_matrix (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.confusion_matrix"]], "consequence (weka.associations.associationrule property)": [[9, "weka.associations.AssociationRule.consequence"]], "consequence_support (weka.associations.associationrule property)": [[9, "weka.associations.AssociationRule.consequence_support"]], "convert_instance() (weka.attribute_selection.asevaluation method)": [[9, "weka.attribute_selection.ASEvaluation.convert_instance"]], "correct (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.correct"]], "correlation_coefficient (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.correlation_coefficient"]], "counts_for_targets() (weka.timeseries.errormodule method)": [[9, "weka.timeseries.ErrorModule.counts_for_targets"]], "coverage_of_test_cases_by_predicted_regions (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.coverage_of_test_cases_by_predicted_regions"]], "create_time_lag_cross_products() (weka.timeseries.tslagmaker method)": [[9, "weka.timeseries.TSLagMaker.create_time_lag_cross_products"]], "crossvalidate_model() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.crossvalidate_model"]], "crossvalidate_model() (weka.clusterers.clusterevaluation class method)": [[9, "weka.clusterers.ClusterEvaluation.crossvalidate_model"]], "crossvalidation() (weka.attribute_selection.attributeselection method)": [[9, "weka.attribute_selection.AttributeSelection.crossvalidation"]], "cumulative_margin_distribution() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.cumulative_margin_distribution"]], "current_timestamp_value (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.current_timestamp_value"]], "cv_results (weka.attribute_selection.attributeselection property)": [[9, "weka.attribute_selection.AttributeSelection.cv_results"]], "dataset_columns (weka.experiments.tester property)": [[9, "weka.experiments.Tester.dataset_columns"]], "dataset_format (weka.datagenerators.datagenerator property)": [[9, "weka.datagenerators.DataGenerator.dataset_format"]], "day() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.day"]], "day_of_month() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.day_of_month"]], "day_of_week() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.day_of_week"]], "day_of_year() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.day_of_year"]], "decrease_frequency() (weka.associations.item method)": [[9, "weka.associations.Item.decrease_frequency"]], "define_data_format() (weka.datagenerators.datagenerator method)": [[9, "weka.datagenerators.DataGenerator.define_data_format"]], "definition (weka.timeseries.tsevalmodule property)": [[9, "weka.timeseries.TSEvalModule.definition"]], "delta_time (weka.timeseries.periodicityhandler property)": [[9, "weka.timeseries.PeriodicityHandler.delta_time"]], "delta_time (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.delta_time"]], "description (weka.timeseries.tsevalmodule property)": [[9, "weka.timeseries.TSEvalModule.description"]], "deserialize() (weka.classifiers.classifier class method)": [[9, "weka.classifiers.Classifier.deserialize"]], "deserialize() (weka.clusterers.clusterer class method)": [[9, "weka.clusterers.Clusterer.deserialize"]], "deserialize() (weka.filters.filter class method)": [[9, "weka.filters.Filter.deserialize"]], "discard_predictions (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.discard_predictions"]], "distribution (weka.classifiers.nominalprediction property)": [[9, "weka.classifiers.NominalPrediction.distribution"]], "distribution_for_instance() (weka.classifiers.classifier method)": [[9, "weka.classifiers.Classifier.distribution_for_instance"]], "distribution_for_instance() (weka.clusterers.clusterer method)": [[9, "weka.clusterers.Clusterer.distribution_for_instance"]], "distributions_for_instances() (weka.classifiers.classifier method)": [[9, "weka.classifiers.Classifier.distributions_for_instances"]], "error (weka.classifiers.numericprediction property)": [[9, "weka.classifiers.NumericPrediction.error"]], "error_rate (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.error_rate"]], "errors_for_target() (weka.timeseries.errormodule method)": [[9, "weka.timeseries.ErrorModule.errors_for_target"]], "eval() (weka.classifiers.kernel method)": [[9, "weka.classifiers.Kernel.eval"]], "eval() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.eval"]], "eval_name (weka.timeseries.tsevalmodule property)": [[9, "weka.timeseries.TSEvalModule.eval_name"]], "evaluate() (weka.timeseries.customperiodictest method)": [[9, "weka.timeseries.CustomPeriodicTest.evaluate"]], "evaluate() (weka.timeseries.tsevaluation method)": [[9, "weka.timeseries.TSEvaluation.evaluate"]], "evaluate_clusterer() (weka.clusterers.clusterevaluation class method)": [[9, "weka.clusterers.ClusterEvaluation.evaluate_clusterer"]], "evaluate_for_instance() (weka.timeseries.tsevalmodule method)": [[9, "weka.timeseries.TSEvalModule.evaluate_for_instance"]], "evaluate_forecaster() (weka.timeseries.tsevaluation class method)": [[9, "weka.timeseries.TSEvaluation.evaluate_forecaster"]], "evaluate_model() (weka.classifiers.evaluation class method)": [[9, "weka.classifiers.Evaluation.evaluate_model"]], "evaluate_on_test_data (weka.timeseries.tsevaluation property)": [[9, "weka.timeseries.TSEvaluation.evaluate_on_test_data"]], "evaluate_on_training_data (weka.timeseries.tsevaluation property)": [[9, "weka.timeseries.TSEvaluation.evaluate_on_training_data"]], "evaluate_train_test_split() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.evaluate_train_test_split"]], "evaluation (weka.classifiers.gridsearch property)": [[9, "weka.classifiers.GridSearch.evaluation"]], "evaluation (weka.classifiers.multisearch property)": [[9, "weka.classifiers.MultiSearch.evaluation"]], "evaluation_modules (weka.timeseries.tsevaluation property)": [[9, "weka.timeseries.TSEvaluation.evaluation_modules"]], "evaluator (weka.classifiers.attributeselectedclassifier property)": [[9, "weka.classifiers.AttributeSelectedClassifier.evaluator"]], "evaluator (weka.filters.attributeselection property)": [[9, "weka.filters.AttributeSelection.evaluator"]], "evaluator() (weka.attribute_selection.attributeselection method)": [[9, "weka.attribute_selection.AttributeSelection.evaluator"]], "expected_costs() (weka.classifiers.costmatrix method)": [[9, "weka.classifiers.CostMatrix.expected_costs"]], "experiment() (weka.experiments.simpleexperiment method)": [[9, "weka.experiments.SimpleExperiment.experiment"]], "f_measure() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.f_measure"]], "false_negative_rate() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.false_negative_rate"]], "false_positive_rate() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.false_positive_rate"]], "fields_to_forecast (weka.timeseries.tsforecaster property)": [[9, "weka.timeseries.TSForecaster.fields_to_forecast"]], "fields_to_lag (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.fields_to_lag"]], "fields_to_lag_as_string (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.fields_to_lag_as_string"]], "filter (weka.classifiers.filteredclassifier property)": [[9, "weka.classifiers.FilteredClassifier.filter"]], "filter (weka.clusterers.filteredclusterer property)": [[9, "weka.clusterers.FilteredClusterer.filter"]], "filter() (weka.filters.filter method)": [[9, "weka.filters.Filter.filter"]], "filters (weka.filters.multifilter property)": [[9, "weka.filters.MultiFilter.filters"]], "fold_column (weka.experiments.tester property)": [[9, "weka.experiments.Tester.fold_column"]], "folds() (weka.attribute_selection.attributeselection method)": [[9, "weka.attribute_selection.AttributeSelection.folds"]], "forecast() (weka.timeseries.tsforecaster method)": [[9, "weka.timeseries.TSForecaster.forecast"]], "forecast_future (weka.timeseries.tsevaluation property)": [[9, "weka.timeseries.TSEvaluation.forecast_future"]], "forecast_with_overlays() (weka.timeseries.overlayforecaster method)": [[9, "weka.timeseries.OverlayForecaster.forecast_with_overlays"]], "frequency (weka.associations.item property)": [[9, "weka.associations.Item.frequency"]], "generate_example() (weka.datagenerators.datagenerator method)": [[9, "weka.datagenerators.DataGenerator.generate_example"]], "generate_examples() (weka.datagenerators.datagenerator method)": [[9, "weka.datagenerators.DataGenerator.generate_examples"]], "generate_finish() (weka.datagenerators.datagenerator method)": [[9, "weka.datagenerators.DataGenerator.generate_finish"]], "generate_start() (weka.datagenerators.datagenerator method)": [[9, "weka.datagenerators.DataGenerator.generate_start"]], "get_cell() (weka.classifiers.costmatrix method)": [[9, "weka.classifiers.CostMatrix.get_cell"]], "get_col_name() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.get_col_name"]], "get_element() (weka.classifiers.costmatrix method)": [[9, "weka.classifiers.CostMatrix.get_element"]], "get_max_cost() (weka.classifiers.costmatrix method)": [[9, "weka.classifiers.CostMatrix.get_max_cost"]], "get_mean() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.get_mean"]], "get_row_name() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.get_row_name"]], "get_stdev() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.get_stdev"]], "graph (weka.classifiers.classifier property)": [[9, "weka.classifiers.Classifier.graph"]], "graph (weka.clusterers.clusterer property)": [[9, "weka.clusterers.Clusterer.graph"]], "graph_type (weka.classifiers.classifier property)": [[9, "weka.classifiers.Classifier.graph_type"]], "graph_type (weka.clusterers.clusterer property)": [[9, "weka.clusterers.Clusterer.graph_type"]], "has_efficient_batch_prediction() (weka.classifiers.classifier method)": [[9, "weka.classifiers.Classifier.has_efficient_batch_prediction"]], "header (weka.associations.associator property)": [[9, "weka.associations.Associator.header"]], "header (weka.attribute_selection.asevaluation property)": [[9, "weka.attribute_selection.ASEvaluation.header"]], "header (weka.attribute_selection.assearch property)": [[9, "weka.attribute_selection.ASSearch.header"]], "header (weka.classifiers.classifier property)": [[9, "weka.classifiers.Classifier.header"]], "header (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.header"]], "header (weka.classifiers.predictionoutput property)": [[9, "weka.classifiers.PredictionOutput.header"]], "header (weka.clusterers.clusterer property)": [[9, "weka.clusterers.Clusterer.header"]], "header (weka.timeseries.tsforecaster property)": [[9, "weka.timeseries.TSForecaster.header"]], "header() (weka.experiments.tester method)": [[9, "weka.experiments.Tester.header"]], "hide_col() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.hide_col"]], "hide_row() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.hide_row"]], "horizon (weka.timeseries.tsevaluation property)": [[9, "weka.timeseries.TSEvaluation.horizon"]], "hour_of_day() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.hour_of_day"]], "include_powers_of_time (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.include_powers_of_time"]], "include_timelag_products (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.include_timelag_products"]], "incorrect (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.incorrect"]], "increase_frequency() (weka.associations.item method)": [[9, "weka.associations.Item.increase_frequency"]], "increment_artificial_time_value() (weka.timeseries.tslagmaker method)": [[9, "weka.timeseries.TSLagMaker.increment_artificial_time_value"]], "init_columns() (weka.experiments.tester method)": [[9, "weka.experiments.Tester.init_columns"]], "initialize() (weka.classifiers.costmatrix method)": [[9, "weka.classifiers.CostMatrix.initialize"]], "input() (weka.filters.filter method)": [[9, "weka.filters.Filter.input"]], "inputformat() (weka.filters.filter method)": [[9, "weka.filters.Filter.inputformat"]], "instances (weka.experiments.tester property)": [[9, "weka.experiments.Tester.instances"]], "is_col_hidden() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.is_col_hidden"]], "is_producing_confidence_intervals (weka.timeseries.confidenceintervalforecaster property)": [[9, "weka.timeseries.ConfidenceIntervalForecaster.is_producing_confidence_intervals"]], "is_row_hidden() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.is_row_hidden"]], "is_upper (weka.timeseries.testpart property)": [[9, "weka.timeseries.TestPart.is_upper"]], "is_using_artificial_time_index (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.is_using_artificial_time_index"]], "is_using_overlay_data (weka.timeseries.overlayforecaster property)": [[9, "weka.timeseries.OverlayForecaster.is_using_overlay_data"]], "item_value (weka.associations.item property)": [[9, "weka.associations.Item.item_value"]], "kappa (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.kappa"]], "kb_information (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.kb_information"]], "kb_mean_information (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.kb_mean_information"]], "kb_relative_information (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.kb_relative_information"]], "kernel (weka.classifiers.kernelclassifier property)": [[9, "weka.classifiers.KernelClassifier.kernel"]], "label (weka.timeseries.customperiodictest property)": [[9, "weka.timeseries.CustomPeriodicTest.label"]], "lag_range (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.lag_range"]], "load() (weka.experiments.simpleexperiment class method)": [[9, "weka.experiments.SimpleExperiment.load"]], "load_base_model() (weka.timeseries.tsforecaster method)": [[9, "weka.timeseries.TSForecaster.load_base_model"]], "load_serialized_state() (weka.timeseries.tsforecaster method)": [[9, "weka.timeseries.TSForecaster.load_serialized_state"]], "log_likelihood (weka.clusterers.clusterevaluation property)": [[9, "weka.clusterers.ClusterEvaluation.log_likelihood"]], "lower_test() (weka.timeseries.customperiodictest method)": [[9, "weka.timeseries.CustomPeriodicTest.lower_test"]], "main() (in module weka.associations)": [[9, "weka.associations.main"]], "main() (in module weka.attribute_selection)": [[9, "weka.attribute_selection.main"]], "main() (in module weka.classifiers)": [[9, "weka.classifiers.main"]], "main() (in module weka.clusterers)": [[9, "weka.clusterers.main"]], "main() (in module weka.datagenerators)": [[9, "weka.datagenerators.main"]], "main() (in module weka.filters)": [[9, "weka.filters.main"]], "make_copy() (weka.associations.associator class method)": [[9, "weka.associations.Associator.make_copy"]], "make_copy() (weka.classifiers.classifier class method)": [[9, "weka.classifiers.Classifier.make_copy"]], "make_copy() (weka.classifiers.kernel class method)": [[9, "weka.classifiers.Kernel.make_copy"]], "make_copy() (weka.clusterers.clusterer class method)": [[9, "weka.clusterers.Clusterer.make_copy"]], "make_copy() (weka.datagenerators.datagenerator class method)": [[9, "weka.datagenerators.DataGenerator.make_copy"]], "make_copy() (weka.filters.filter class method)": [[9, "weka.filters.Filter.make_copy"]], "make_data() (weka.datagenerators.datagenerator class method)": [[9, "weka.datagenerators.DataGenerator.make_data"]], "margin (weka.classifiers.nominalprediction property)": [[9, "weka.classifiers.NominalPrediction.margin"]], "matrix() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.matrix"]], "matthews_correlation_coefficient() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.matthews_correlation_coefficient"]], "max_lag (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.max_lag"]], "mean_absolute_error (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.mean_absolute_error"]], "mean_prior_absolute_error (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.mean_prior_absolute_error"]], "metric_names (weka.associations.associationrule property)": [[9, "weka.associations.AssociationRule.metric_names"]], "metric_value() (weka.associations.associationrule method)": [[9, "weka.associations.AssociationRule.metric_value"]], "metric_values (weka.associations.associationrule property)": [[9, "weka.associations.AssociationRule.metric_values"]], "min_lag (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.min_lag"]], "minute_of_hour() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.minute_of_hour"]], "module": [[9, "module-weka.associations"], [9, "module-weka.attribute_selection"], [9, "module-weka.classifiers"], [9, "module-weka.clusterers"], [9, "module-weka.datagenerators"], [9, "module-weka.experiments"], [9, "module-weka.filters"], [9, "module-weka.timeseries"], [10, "module-weka.core"], [10, "module-weka.core.capabilities"], [10, "module-weka.core.classes"], [10, "module-weka.core.converters"], [10, "module-weka.core.database"], [10, "module-weka.core.dataset"], [10, "module-weka.core.distances"], [10, "module-weka.core.jvm"], [10, "module-weka.core.packages"], [10, "module-weka.core.serialization"], [10, "module-weka.core.stemmers"], [10, "module-weka.core.stopwords"], [10, "module-weka.core.tokenizers"], [10, "module-weka.core.typeconv"], [10, "module-weka.core.utils"], [10, "module-weka.core.version"], [11, "module-weka.flow"], [11, "module-weka.flow.container"], [11, "module-weka.flow.conversion"], [11, "module-weka.flow.sink"], [11, "module-weka.flow.source"], [11, "module-weka.flow.transformer"], [12, "module-weka.plot"], [12, "module-weka.plot.classifiers"], [12, "module-weka.plot.clusterers"], [12, "module-weka.plot.dataset"], [12, "module-weka.plot.experiments"], [12, "module-weka.plot.graph"]], "module() (weka.timeseries.tsevalmodule class method)": [[9, "weka.timeseries.TSEvalModule.module"]], "module_list() (weka.timeseries.tsevalmodule class method)": [[9, "weka.timeseries.TSEvalModule.module_list"]], "month (weka.timeseries.testpart property)": [[9, "weka.timeseries.TestPart.month"]], "multi_resultset_full() (weka.experiments.tester method)": [[9, "weka.experiments.Tester.multi_resultset_full"]], "multi_resultset_ranking() (weka.experiments.tester method)": [[9, "weka.experiments.Tester.multi_resultset_ranking"]], "multi_resultset_summary() (weka.experiments.tester method)": [[9, "weka.experiments.Tester.multi_resultset_summary"]], "normalize() (weka.classifiers.costmatrix method)": [[9, "weka.classifiers.CostMatrix.normalize"]], "num_clusters (weka.clusterers.clusterevaluation property)": [[9, "weka.clusterers.ClusterEvaluation.num_clusters"]], "num_columns (weka.classifiers.costmatrix property)": [[9, "weka.classifiers.CostMatrix.num_columns"]], "num_consecutive_long_lags_to_average (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.num_consecutive_long_lags_to_average"]], "num_examples_act (weka.datagenerators.datagenerator property)": [[9, "weka.datagenerators.DataGenerator.num_examples_act"]], "num_false_negatives() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.num_false_negatives"]], "num_false_positives() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.num_false_positives"]], "num_instances (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.num_instances"]], "num_rows (weka.classifiers.costmatrix property)": [[9, "weka.classifiers.CostMatrix.num_rows"]], "num_true_negatives() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.num_true_negatives"]], "num_true_positives() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.num_true_positives"]], "number_attributes_selected (weka.attribute_selection.attributeselection property)": [[9, "weka.attribute_selection.AttributeSelection.number_attributes_selected"]], "number_of_clusters (weka.clusterers.clusterer property)": [[9, "weka.clusterers.Clusterer.number_of_clusters"]], "operator() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.operator"]], "output() (weka.filters.filter method)": [[9, "weka.filters.Filter.output"]], "outputformat() (weka.filters.filter method)": [[9, "weka.filters.Filter.outputformat"]], "overlay_fields (weka.timeseries.overlayforecaster property)": [[9, "weka.timeseries.OverlayForecaster.overlay_fields"]], "overlay_fields (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.overlay_fields"]], "parameters (weka.classifiers.multisearch property)": [[9, "weka.classifiers.MultiSearch.parameters"]], "parse_matlab() (weka.classifiers.costmatrix class method)": [[9, "weka.classifiers.CostMatrix.parse_matlab"]], "percent_correct (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.percent_correct"]], "percent_incorrect (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.percent_incorrect"]], "percent_unclassified (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.percent_unclassified"]], "periodicity (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.periodicity"]], "post_process() (weka.attribute_selection.asevaluation method)": [[9, "weka.attribute_selection.ASEvaluation.post_process"]], "precision() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.precision"]], "predicted (weka.classifiers.prediction property)": [[9, "weka.classifiers.Prediction.predicted"]], "prediction_intervals (weka.classifiers.numericprediction property)": [[9, "weka.classifiers.NumericPrediction.prediction_intervals"]], "predictions (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.predictions"]], "predictions_for_all_targets() (weka.timeseries.errormodule method)": [[9, "weka.timeseries.ErrorModule.predictions_for_all_targets"]], "predictions_for_target() (weka.timeseries.errormodule method)": [[9, "weka.timeseries.ErrorModule.predictions_for_target"]], "predictions_for_test_data() (weka.timeseries.tsevaluation method)": [[9, "weka.timeseries.TSEvaluation.predictions_for_test_data"]], "predictions_for_training_data() (weka.timeseries.tsevaluation method)": [[9, "weka.timeseries.TSEvaluation.predictions_for_training_data"]], "predictions_to_instances() (in module weka.classifiers)": [[9, "weka.classifiers.predictions_to_instances"]], "premise (weka.associations.associationrule property)": [[9, "weka.associations.AssociationRule.premise"]], "premise_support (weka.associations.associationrule property)": [[9, "weka.associations.AssociationRule.premise_support"]], "previous_state (weka.timeseries.tsforecaster property)": [[9, "weka.timeseries.TSForecaster.previous_state"]], "primary_metric_name (weka.associations.associationrule property)": [[9, "weka.associations.AssociationRule.primary_metric_name"]], "primary_metric_value (weka.associations.associationrule property)": [[9, "weka.associations.AssociationRule.primary_metric_value"]], "primary_periodic_field_name (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.primary_periodic_field_name"]], "prime_for_test_data_with_test_data (weka.timeseries.tsevaluation property)": [[9, "weka.timeseries.TSEvaluation.prime_for_test_data_with_test_data"]], "prime_forecaster() (weka.timeseries.tsforecaster method)": [[9, "weka.timeseries.TSForecaster.prime_forecaster"]], "prime_forecaster_incremental() (weka.timeseries.incrementallyprimeable method)": [[9, "weka.timeseries.IncrementallyPrimeable.prime_forecaster_incremental"]], "prime_window_size (weka.timeseries.tsevaluation property)": [[9, "weka.timeseries.TSEvaluation.prime_window_size"]], "print_all() (weka.classifiers.predictionoutput method)": [[9, "weka.classifiers.PredictionOutput.print_all"]], "print_classification() (weka.classifiers.predictionoutput method)": [[9, "weka.classifiers.PredictionOutput.print_classification"]], "print_classifications() (weka.classifiers.predictionoutput method)": [[9, "weka.classifiers.PredictionOutput.print_classifications"]], "print_footer() (weka.classifiers.predictionoutput method)": [[9, "weka.classifiers.PredictionOutput.print_footer"]], "print_future_forecast_on_test_data() (weka.timeseries.tsevaluation method)": [[9, "weka.timeseries.TSEvaluation.print_future_forecast_on_test_data"]], "print_future_forecast_on_training_data() (weka.timeseries.tsevaluation method)": [[9, "weka.timeseries.TSEvaluation.print_future_forecast_on_training_data"]], "print_header() (weka.classifiers.predictionoutput method)": [[9, "weka.classifiers.PredictionOutput.print_header"]], "print_predictions_for_test_data() (weka.timeseries.tsevaluation method)": [[9, "weka.timeseries.TSEvaluation.print_predictions_for_test_data"]], "print_predictions_for_training_data() (weka.timeseries.tsevaluation method)": [[9, "weka.timeseries.TSEvaluation.print_predictions_for_training_data"]], "producer (weka.associations.associationrules property)": [[9, "weka.associations.AssociationRules.producer"]], "rank_results (weka.attribute_selection.attributeselection property)": [[9, "weka.attribute_selection.AttributeSelection.rank_results"]], "ranked_attributes (weka.attribute_selection.attributeselection property)": [[9, "weka.attribute_selection.AttributeSelection.ranked_attributes"]], "ranking() (weka.attribute_selection.attributeselection method)": [[9, "weka.attribute_selection.AttributeSelection.ranking"]], "rebuild_model_after_each_test_forecast_step (weka.timeseries.tsevaluation property)": [[9, "weka.timeseries.TSEvaluation.rebuild_model_after_each_test_forecast_step"]], "recall() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.recall"]], "reduce_dimensionality() (weka.attribute_selection.attributeselection method)": [[9, "weka.attribute_selection.AttributeSelection.reduce_dimensionality"]], "relative_absolute_error (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.relative_absolute_error"]], "remove_leading_instances_with_unknown_lag_values (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.remove_leading_instances_with_unknown_lag_values"]], "reset() (weka.timeseries.tsevalmodule method)": [[9, "weka.timeseries.TSEvalModule.reset"]], "reset() (weka.timeseries.tsforecaster method)": [[9, "weka.timeseries.TSForecaster.reset"]], "result_columns (weka.experiments.tester property)": [[9, "weka.experiments.Tester.result_columns"]], "resultmatrix (weka.experiments.tester property)": [[9, "weka.experiments.Tester.resultmatrix"]], "results_string (weka.attribute_selection.attributeselection property)": [[9, "weka.attribute_selection.AttributeSelection.results_string"]], "root_mean_prior_squared_error (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.root_mean_prior_squared_error"]], "root_mean_squared_error (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.root_mean_squared_error"]], "root_relative_squared_error (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.root_relative_squared_error"]], "rows (weka.experiments.resultmatrix property)": [[9, "weka.experiments.ResultMatrix.rows"]], "rule_metric_names (weka.associations.associator property)": [[9, "weka.associations.Associator.rule_metric_names"]], "run() (weka.experiments.simpleexperiment method)": [[9, "weka.experiments.SimpleExperiment.run"]], "run_column (weka.experiments.tester property)": [[9, "weka.experiments.Tester.run_column"]], "run_forecaster() (weka.timeseries.tsforecaster method)": [[9, "weka.timeseries.TSForecaster.run_forecaster"]], "save() (weka.experiments.simpleexperiment class method)": [[9, "weka.experiments.SimpleExperiment.save"]], "save_base_model() (weka.timeseries.tsforecaster method)": [[9, "weka.timeseries.TSForecaster.save_base_model"]], "search (weka.classifiers.attributeselectedclassifier property)": [[9, "weka.classifiers.AttributeSelectedClassifier.search"]], "search (weka.filters.attributeselection property)": [[9, "weka.filters.AttributeSelection.search"]], "search() (weka.attribute_selection.assearch method)": [[9, "weka.attribute_selection.ASSearch.search"]], "search() (weka.attribute_selection.attributeselection method)": [[9, "weka.attribute_selection.AttributeSelection.search"]], "second() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.second"]], "seed() (weka.attribute_selection.attributeselection method)": [[9, "weka.attribute_selection.AttributeSelection.seed"]], "select_attributes() (weka.attribute_selection.attributeselection method)": [[9, "weka.attribute_selection.AttributeSelection.select_attributes"]], "select_attributes_cv_split() (weka.attribute_selection.attributeselection method)": [[9, "weka.attribute_selection.AttributeSelection.select_attributes_cv_split"]], "selected_attributes (weka.attribute_selection.attributeselection property)": [[9, "weka.attribute_selection.AttributeSelection.selected_attributes"]], "serialize() (weka.classifiers.classifier method)": [[9, "weka.classifiers.Classifier.serialize"]], "serialize() (weka.clusterers.clusterer method)": [[9, "weka.clusterers.Clusterer.serialize"]], "serialize() (weka.filters.filter method)": [[9, "weka.filters.Filter.serialize"]], "serialize_state() (weka.timeseries.tsforecaster method)": [[9, "weka.timeseries.TSForecaster.serialize_state"]], "set_cell() (weka.classifiers.costmatrix method)": [[9, "weka.classifiers.CostMatrix.set_cell"]], "set_col_name() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.set_col_name"]], "set_element() (weka.classifiers.costmatrix method)": [[9, "weka.classifiers.CostMatrix.set_element"]], "set_mean() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.set_mean"]], "set_model() (weka.clusterers.clusterevaluation method)": [[9, "weka.clusterers.ClusterEvaluation.set_model"]], "set_row_name() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.set_row_name"]], "set_stdev() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.set_stdev"]], "setup() (weka.experiments.simpleexperiment method)": [[9, "weka.experiments.SimpleExperiment.setup"]], "sf_entropy_gain (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.sf_entropy_gain"]], "sf_mean_entropy_gain (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.sf_mean_entropy_gain"]], "sf_mean_prior_entropy (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.sf_mean_prior_entropy"]], "sf_mean_scheme_entropy (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.sf_mean_scheme_entropy"]], "sf_prior_entropy (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.sf_prior_entropy"]], "sf_scheme_entropy (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.sf_scheme_entropy"]], "show_col() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.show_col"]], "show_row() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.show_row"]], "single_mode_flag (weka.datagenerators.datagenerator property)": [[9, "weka.datagenerators.DataGenerator.single_mode_flag"]], "size (weka.classifiers.costmatrix property)": [[9, "weka.classifiers.CostMatrix.size"]], "size_of_predicted_regions (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.size_of_predicted_regions"]], "skip_entries (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.skip_entries"]], "stemmer (weka.filters.stringtowordvector property)": [[9, "weka.filters.StringToWordVector.stemmer"]], "stopwords (weka.filters.stringtowordvector property)": [[9, "weka.filters.StringToWordVector.stopwords"]], "subset_results (weka.attribute_selection.attributeselection property)": [[9, "weka.attribute_selection.AttributeSelection.subset_results"]], "summary (weka.timeseries.tsevalmodule property)": [[9, "weka.timeseries.TSEvalModule.summary"]], "summary() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.summary"]], "summary() (weka.timeseries.tsevaluation method)": [[9, "weka.timeseries.TSEvaluation.summary"]], "swap_rows_and_cols (weka.experiments.tester property)": [[9, "weka.experiments.Tester.swap_rows_and_cols"]], "sys_main() (in module weka.associations)": [[9, "weka.associations.sys_main"]], "sys_main() (in module weka.attribute_selection)": [[9, "weka.attribute_selection.sys_main"]], "sys_main() (in module weka.classifiers)": [[9, "weka.classifiers.sys_main"]], "sys_main() (in module weka.clusterers)": [[9, "weka.clusterers.sys_main"]], "sys_main() (in module weka.datagenerators)": [[9, "weka.datagenerators.sys_main"]], "sys_main() (in module weka.filters)": [[9, "weka.filters.sys_main"]], "target_fields (weka.timeseries.tsevalmodule property)": [[9, "weka.timeseries.TSEvalModule.target_fields"]], "test() (weka.timeseries.customperiodictest method)": [[9, "weka.timeseries.CustomPeriodicTest.test"]], "test_data (weka.timeseries.tsevaluation property)": [[9, "weka.timeseries.TSEvaluation.test_data"]], "test_model() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.test_model"]], "test_model() (weka.clusterers.clusterevaluation method)": [[9, "weka.clusterers.ClusterEvaluation.test_model"]], "test_model_once() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.test_model_once"]], "timestamp_field (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.timestamp_field"]], "to_dict() (weka.associations.associationrule method)": [[9, "weka.associations.AssociationRule.to_dict"]], "to_dict() (weka.associations.associationrules method)": [[9, "weka.associations.AssociationRules.to_dict"]], "to_matlab() (weka.classifiers.costmatrix method)": [[9, "weka.classifiers.CostMatrix.to_matlab"]], "to_source() (weka.classifiers.classifier method)": [[9, "weka.classifiers.Classifier.to_source"]], "to_source() (weka.filters.filter method)": [[9, "weka.filters.Filter.to_source"]], "to_string_header() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.to_string_header"]], "to_string_key() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.to_string_key"]], "to_string_matrix() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.to_string_matrix"]], "to_string_ranking() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.to_string_ranking"]], "to_string_summary() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.to_string_summary"]], "tokenizer (weka.filters.stringtowordvector property)": [[9, "weka.filters.StringToWordVector.tokenizer"]], "total_cost (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.total_cost"]], "total_support (weka.associations.associationrule property)": [[9, "weka.associations.AssociationRule.total_support"]], "total_transactions (weka.associations.associationrule property)": [[9, "weka.associations.AssociationRule.total_transactions"]], "training_data (weka.timeseries.tsevaluation property)": [[9, "weka.timeseries.TSEvaluation.training_data"]], "transformed_data() (weka.attribute_selection.asevaluation method)": [[9, "weka.attribute_selection.ASEvaluation.transformed_data"]], "transformed_data() (weka.timeseries.tslagmaker method)": [[9, "weka.timeseries.TSLagMaker.transformed_data"]], "transformed_header() (weka.attribute_selection.asevaluation method)": [[9, "weka.attribute_selection.ASEvaluation.transformed_header"]], "true_negative_rate() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.true_negative_rate"]], "true_positive_rate() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.true_positive_rate"]], "tslag_maker (weka.timeseries.tslaguser property)": [[9, "weka.timeseries.TSLagUser.tslag_maker"]], "unclassified (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.unclassified"]], "unweighted_macro_f_measure (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.unweighted_macro_f_measure"]], "unweighted_micro_f_measure (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.unweighted_micro_f_measure"]], "update_classifier() (weka.classifiers.classifier method)": [[9, "weka.classifiers.Classifier.update_classifier"]], "update_clusterer() (weka.clusterers.clusterer method)": [[9, "weka.clusterers.Clusterer.update_clusterer"]], "update_finished() (weka.clusterers.clusterer method)": [[9, "weka.clusterers.Clusterer.update_finished"]], "upper_test() (weka.timeseries.customperiodictest method)": [[9, "weka.timeseries.CustomPeriodicTest.upper_test"]], "uses_state (weka.timeseries.tsforecaster property)": [[9, "weka.timeseries.TSForecaster.uses_state"]], "week_of_month() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.week_of_month"]], "week_of_year() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.week_of_year"]], "weight (weka.classifiers.prediction property)": [[9, "weka.classifiers.Prediction.weight"]], "weighted_area_under_prc (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.weighted_area_under_prc"]], "weighted_area_under_roc (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.weighted_area_under_roc"]], "weighted_f_measure (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.weighted_f_measure"]], "weighted_false_negative_rate (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.weighted_false_negative_rate"]], "weighted_false_positive_rate (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.weighted_false_positive_rate"]], "weighted_matthews_correlation (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.weighted_matthews_correlation"]], "weighted_precision (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.weighted_precision"]], "weighted_recall (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.weighted_recall"]], "weighted_true_negative_rate (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.weighted_true_negative_rate"]], "weighted_true_positive_rate (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.weighted_true_positive_rate"]], "weka.associations": [[9, "module-weka.associations"]], "weka.attribute_selection": [[9, "module-weka.attribute_selection"]], "weka.classifiers": [[9, "module-weka.classifiers"]], "weka.clusterers": [[9, "module-weka.clusterers"]], "weka.datagenerators": [[9, "module-weka.datagenerators"]], "weka.experiments": [[9, "module-weka.experiments"]], "weka.filters": [[9, "module-weka.filters"]], "weka.timeseries": [[9, "module-weka.timeseries"]], "x (weka.classifiers.gridsearch property)": [[9, "weka.classifiers.GridSearch.x"]], "y (weka.classifiers.gridsearch property)": [[9, "weka.classifiers.GridSearch.y"]], "year() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.year"]], "abstractparameter (class in weka.core.classes)": [[10, "weka.core.classes.AbstractParameter"]], "attribute (class in weka.core.dataset)": [[10, "weka.core.dataset.Attribute"]], "attributeiterator (class in weka.core.dataset)": [[10, "weka.core.dataset.AttributeIterator"]], "attributestats (class in weka.core.dataset)": [[10, "weka.core.dataset.AttributeStats"]], "capabilities (class in weka.core.capabilities)": [[10, "weka.core.capabilities.Capabilities"]], "capability (class in weka.core.capabilities)": [[10, "weka.core.capabilities.Capability"]], "databaseutils (class in weka.core.database)": [[10, "weka.core.database.DatabaseUtils"]], "date (class in weka.core.classes)": [[10, "weka.core.classes.Date"]], "dependency (class in weka.core.packages)": [[10, "weka.core.packages.Dependency"]], "distancefunction (class in weka.core.distances)": [[10, "weka.core.distances.DistanceFunction"]], "enum (class in weka.core.classes)": [[10, "weka.core.classes.Enum"]], "environment (class in weka.core.classes)": [[10, "weka.core.classes.Environment"]], "incrementalloaderiterator (class in weka.core.converters)": [[10, "weka.core.converters.IncrementalLoaderIterator"]], "instance (class in weka.core.dataset)": [[10, "weka.core.dataset.Instance"]], "instanceiterator (class in weka.core.dataset)": [[10, "weka.core.dataset.InstanceIterator"]], "instancequery (class in weka.core.database)": [[10, "weka.core.database.InstanceQuery"]], "instancevalueiterator (class in weka.core.dataset)": [[10, "weka.core.dataset.InstanceValueIterator"]], "instances (class in weka.core.dataset)": [[10, "weka.core.dataset.Instances"]], "javaarray (class in weka.core.classes)": [[10, "weka.core.classes.JavaArray"]], "javaarrayiterator (class in weka.core.classes)": [[10, "weka.core.classes.JavaArrayIterator"]], "javaobject (class in weka.core.classes)": [[10, "weka.core.classes.JavaObject"]], "latest (in module weka.core.packages)": [[10, "weka.core.packages.LATEST"]], "listparameter (class in weka.core.classes)": [[10, "weka.core.classes.ListParameter"]], "loader (class in weka.core.converters)": [[10, "weka.core.converters.Loader"]], "mathparameter (class in weka.core.classes)": [[10, "weka.core.classes.MathParameter"]], "option (class in weka.core.classes)": [[10, "weka.core.classes.Option"]], "optionhandler (class in weka.core.classes)": [[10, "weka.core.classes.OptionHandler"]], "package (class in weka.core.packages)": [[10, "weka.core.packages.Package"]], "packageconstraint (class in weka.core.packages)": [[10, "weka.core.packages.PackageConstraint"]], "random (class in weka.core.classes)": [[10, "weka.core.classes.Random"]], "range (class in weka.core.classes)": [[10, "weka.core.classes.Range"]], "saver (class in weka.core.converters)": [[10, "weka.core.converters.Saver"]], "selectedtag (class in weka.core.classes)": [[10, "weka.core.classes.SelectedTag"]], "setupgenerator (class in weka.core.classes)": [[10, "weka.core.classes.SetupGenerator"]], "singleindex (class in weka.core.classes)": [[10, "weka.core.classes.SingleIndex"]], "stats (class in weka.core.dataset)": [[10, "weka.core.dataset.Stats"]], "stemmer (class in weka.core.stemmers)": [[10, "weka.core.stemmers.Stemmer"]], "stopwords (class in weka.core.stopwords)": [[10, "weka.core.stopwords.Stopwords"]], "tag (class in weka.core.classes)": [[10, "weka.core.classes.Tag"]], "tags (class in weka.core.classes)": [[10, "weka.core.classes.Tags"]], "textdirectoryloader (class in weka.core.converters)": [[10, "weka.core.converters.TextDirectoryLoader"]], "tokeniterator (class in weka.core.tokenizers)": [[10, "weka.core.tokenizers.TokenIterator"]], "tokenizer (class in weka.core.tokenizers)": [[10, "weka.core.tokenizers.Tokenizer"]], "add_bundled_jars() (in module weka.core.jvm)": [[10, "weka.core.jvm.add_bundled_jars"]], "add_instance() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.add_instance"]], "add_relation() (weka.core.dataset.attribute method)": [[10, "weka.core.dataset.Attribute.add_relation"]], "add_string_value() (weka.core.dataset.attribute method)": [[10, "weka.core.dataset.Attribute.add_string_value"]], "add_system_classpath() (in module weka.core.jvm)": [[10, "weka.core.jvm.add_system_classpath"]], "add_variable() (weka.core.classes.environment method)": [[10, "weka.core.classes.Environment.add_variable"]], "all_package() (in module weka.core.packages)": [[10, "weka.core.packages.all_package"]], "all_packages() (in module weka.core.packages)": [[10, "weka.core.packages.all_packages"]], "append_instances() (weka.core.dataset.instances class method)": [[10, "weka.core.dataset.Instances.append_instances"]], "as_dict() (weka.core.packages.package method)": [[10, "weka.core.packages.Package.as_dict"]], "attribute() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.attribute"]], "attribute_by_name() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.attribute_by_name"]], "attribute_capabilities() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.attribute_capabilities"]], "attribute_indices (weka.core.distances.distancefunction property)": [[10, "weka.core.distances.DistanceFunction.attribute_indices"]], "attribute_names() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.attribute_names"]], "attribute_stats() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.attribute_stats"]], "attributes() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.attributes"]], "automatically_install_packages (in module weka.core.jvm)": [[10, "weka.core.jvm.automatically_install_packages"]], "available_package() (in module weka.core.packages)": [[10, "weka.core.packages.available_package"]], "available_packages() (in module weka.core.packages)": [[10, "weka.core.packages.available_packages"]], "backquote() (in module weka.core.classes)": [[10, "weka.core.classes.backquote"]], "base (weka.core.classes.mathparameter property)": [[10, "weka.core.classes.MathParameter.base"]], "base_object (weka.core.classes.setupgenerator property)": [[10, "weka.core.classes.SetupGenerator.base_object"]], "capabilities() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.capabilities"]], "capabilities() (weka.core.converters.saver method)": [[10, "weka.core.converters.Saver.capabilities"]], "check_col_names_unique() (in module weka.core.dataset)": [[10, "weka.core.dataset.check_col_names_unique"]], "check_constraint() (weka.core.packages.packageconstraint method)": [[10, "weka.core.packages.PackageConstraint.check_constraint"]], "check_type() (weka.core.classes.javaobject class method)": [[10, "weka.core.classes.JavaObject.check_type"]], "class_attribute (weka.core.dataset.instance property)": [[10, "weka.core.dataset.Instance.class_attribute"]], "class_attribute (weka.core.dataset.instances property)": [[10, "weka.core.dataset.Instances.class_attribute"]], "class_capabilities() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.class_capabilities"]], "class_index (weka.core.dataset.instance property)": [[10, "weka.core.dataset.Instance.class_index"]], "class_index (weka.core.dataset.instances property)": [[10, "weka.core.dataset.Instances.class_index"]], "class_is_first() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.class_is_first"]], "class_is_last() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.class_is_last"]], "classname (weka.core.classes.javaobject property)": [[10, "weka.core.classes.JavaObject.classname"]], "compactify() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.compactify"]], "complete_classname() (in module weka.core.classes)": [[10, "weka.core.classes.complete_classname"]], "component_type() (weka.core.classes.javaarray method)": [[10, "weka.core.classes.JavaArray.component_type"]], "copy() (weka.core.dataset.attribute method)": [[10, "weka.core.dataset.Attribute.copy"]], "copy_instances() (weka.core.dataset.instances class method)": [[10, "weka.core.dataset.Instances.copy_instances"]], "copy_structure() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.copy_structure"]], "correlation() (in module weka.core.utils)": [[10, "weka.core.utils.correlation"]], "count (weka.core.dataset.stats property)": [[10, "weka.core.dataset.Stats.count"]], "create_date() (weka.core.dataset.attribute class method)": [[10, "weka.core.dataset.Attribute.create_date"]], "create_instance() (weka.core.dataset.instance class method)": [[10, "weka.core.dataset.Instance.create_instance"]], "create_instances() (weka.core.dataset.instances class method)": [[10, "weka.core.dataset.Instances.create_instances"]], "create_instances_from_lists() (in module weka.core.dataset)": [[10, "weka.core.dataset.create_instances_from_lists"]], "create_instances_from_matrices() (in module weka.core.dataset)": [[10, "weka.core.dataset.create_instances_from_matrices"]], "create_nominal() (weka.core.dataset.attribute class method)": [[10, "weka.core.dataset.Attribute.create_nominal"]], "create_numeric() (weka.core.dataset.attribute class method)": [[10, "weka.core.dataset.Attribute.create_numeric"]], "create_relational() (weka.core.dataset.attribute class method)": [[10, "weka.core.dataset.Attribute.create_relational"]], "create_sparse_instance() (weka.core.dataset.instance class method)": [[10, "weka.core.dataset.Instance.create_sparse_instance"]], "create_string() (weka.core.dataset.attribute class method)": [[10, "weka.core.dataset.Attribute.create_string"]], "custom_properties (weka.core.database.instancequery property)": [[10, "weka.core.database.InstanceQuery.custom_properties"]], "cv_splits() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.cv_splits"]], "dataset (weka.core.dataset.instance property)": [[10, "weka.core.dataset.Instance.dataset"]], "date_format (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.date_format"]], "db_url (weka.core.database.databaseutils property)": [[10, "weka.core.database.DatabaseUtils.db_url"]], "deepcopy() (in module weka.core.classes)": [[10, "weka.core.classes.deepcopy"]], "delete() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.delete"]], "delete_attribute() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.delete_attribute"]], "delete_attribute_type() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.delete_attribute_type"]], "delete_first_attribute() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.delete_first_attribute"]], "delete_last_attribute() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.delete_last_attribute"]], "delete_with_missing() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.delete_with_missing"]], "dependencies (weka.core.packages.package property)": [[10, "weka.core.packages.Package.dependencies"]], "dependencies() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.dependencies"]], "description (weka.core.classes.option property)": [[10, "weka.core.classes.Option.description"]], "description() (weka.core.classes.optionhandler method)": [[10, "weka.core.classes.OptionHandler.description"]], "disable() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.disable"]], "disable_all() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.disable_all"]], "disable_all_attribute_dependencies() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.disable_all_attribute_dependencies"]], "disable_all_attributes() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.disable_all_attributes"]], "disable_all_class_dependencies() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.disable_all_class_dependencies"]], "disable_all_classes() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.disable_all_classes"]], "disable_dependency() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.disable_dependency"]], "distance() (weka.core.distances.distancefunction method)": [[10, "weka.core.distances.DistanceFunction.distance"]], "distinct_count (weka.core.dataset.attributestats property)": [[10, "weka.core.dataset.AttributeStats.distinct_count"]], "enable() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.enable"]], "enable_all() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.enable_all"]], "enable_all_attribute_dependencies() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.enable_all_attribute_dependencies"]], "enable_all_attributes() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.enable_all_attributes"]], "enable_all_class_dependencies() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.enable_all_class_dependencies"]], "enable_all_classes() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.enable_all_classes"]], "enable_dependency() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.enable_dependency"]], "enforce_type() (weka.core.classes.javaobject class method)": [[10, "weka.core.classes.JavaObject.enforce_type"]], "equal_headers() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.equal_headers"]], "equals() (weka.core.dataset.attribute method)": [[10, "weka.core.dataset.Attribute.equals"]], "equals_msg() (weka.core.dataset.attribute method)": [[10, "weka.core.dataset.Attribute.equals_msg"]], "establish_cache() (in module weka.core.packages)": [[10, "weka.core.packages.establish_cache"]], "expression (weka.core.classes.mathparameter property)": [[10, "weka.core.classes.MathParameter.expression"]], "find() (weka.core.classes.tags method)": [[10, "weka.core.classes.Tags.find"]], "float_to_jfloat() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.float_to_jfloat"]], "for_instances() (weka.core.capabilities.capabilities class method)": [[10, "weka.core.capabilities.Capabilities.for_instances"]], "from_byte_array() (in module weka.core.classes)": [[10, "weka.core.classes.from_byte_array"]], "from_commandline() (in module weka.core.classes)": [[10, "weka.core.classes.from_commandline"]], "from_dict() (weka.core.classes.javaobject class method)": [[10, "weka.core.classes.JavaObject.from_dict"]], "from_dict() (weka.core.classes.optionhandler class method)": [[10, "weka.core.classes.OptionHandler.from_dict"]], "from_jobject_array() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.from_jobject_array"]], "get_classname() (in module weka.core.classes)": [[10, "weka.core.classes.get_classname"]], "get_enum() (in module weka.core.classes)": [[10, "weka.core.classes.get_enum"]], "get_instance() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.get_instance"]], "get_jclass() (in module weka.core.classes)": [[10, "weka.core.classes.get_jclass"]], "get_object_tags() (weka.core.classes.tags class method)": [[10, "weka.core.classes.Tags.get_object_tags"]], "get_package() (weka.core.packages.packageconstraint method)": [[10, "weka.core.packages.PackageConstraint.get_package"]], "get_property() (weka.core.classes.javaobject method)": [[10, "weka.core.classes.JavaObject.get_property"]], "get_relational_value() (weka.core.dataset.instance method)": [[10, "weka.core.dataset.Instance.get_relational_value"]], "get_static_field() (in module weka.core.classes)": [[10, "weka.core.classes.get_static_field"]], "get_string_value() (weka.core.dataset.instance method)": [[10, "weka.core.dataset.Instance.get_string_value"]], "get_tags() (weka.core.classes.tags class method)": [[10, "weka.core.classes.Tags.get_tags"]], "get_value() (weka.core.dataset.instance method)": [[10, "weka.core.dataset.Instance.get_value"]], "global_info() (weka.core.classes.optionhandler method)": [[10, "weka.core.classes.OptionHandler.global_info"]], "handles() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.handles"]], "has_class() (weka.core.dataset.instance method)": [[10, "weka.core.dataset.Instance.has_class"]], "has_class() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.has_class"]], "has_dependencies() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.has_dependencies"]], "has_dependency() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.has_dependency"]], "has_missing() (weka.core.dataset.instance method)": [[10, "weka.core.dataset.Instance.has_missing"]], "help_for() (in module weka.core.classes)": [[10, "weka.core.classes.help_for"]], "ident (weka.core.classes.tag property)": [[10, "weka.core.classes.Tag.ident"]], "identstr (weka.core.classes.tag property)": [[10, "weka.core.classes.Tag.identstr"]], "index (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.index"]], "index() (weka.core.classes.singleindex method)": [[10, "weka.core.classes.SingleIndex.index"]], "index_of() (weka.core.dataset.attribute method)": [[10, "weka.core.dataset.Attribute.index_of"]], "insert_attribute() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.insert_attribute"]], "install() (weka.core.packages.package method)": [[10, "weka.core.packages.Package.install"]], "install_missing_package() (in module weka.core.packages)": [[10, "weka.core.packages.install_missing_package"]], "install_missing_packages() (in module weka.core.packages)": [[10, "weka.core.packages.install_missing_packages"]], "install_package() (in module weka.core.packages)": [[10, "weka.core.packages.install_package"]], "install_packages() (in module weka.core.packages)": [[10, "weka.core.packages.install_packages"]], "installed_package() (in module weka.core.packages)": [[10, "weka.core.packages.installed_package"]], "installed_packages() (in module weka.core.packages)": [[10, "weka.core.packages.installed_packages"]], "instances (weka.core.distances.distancefunction property)": [[10, "weka.core.distances.DistanceFunction.instances"]], "int_count (weka.core.dataset.attributestats property)": [[10, "weka.core.dataset.AttributeStats.int_count"]], "invert (weka.core.classes.range property)": [[10, "weka.core.classes.Range.invert"]], "is_array() (in module weka.core.classes)": [[10, "weka.core.classes.is_array"]], "is_attribute (weka.core.capabilities.capability property)": [[10, "weka.core.capabilities.Capability.is_attribute"]], "is_attribute_capability (weka.core.capabilities.capability property)": [[10, "weka.core.capabilities.Capability.is_attribute_capability"]], "is_averagable (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.is_averagable"]], "is_class (weka.core.capabilities.capability property)": [[10, "weka.core.capabilities.Capability.is_class"]], "is_class_capability (weka.core.capabilities.capability property)": [[10, "weka.core.capabilities.Capability.is_class_capability"]], "is_date (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.is_date"]], "is_in_range() (weka.core.dataset.attribute method)": [[10, "weka.core.dataset.Attribute.is_in_range"]], "is_installed (weka.core.packages.package property)": [[10, "weka.core.packages.Package.is_installed"]], "is_installed() (in module weka.core.packages)": [[10, "weka.core.packages.is_installed"]], "is_instance_of() (in module weka.core.classes)": [[10, "weka.core.classes.is_instance_of"]], "is_missing() (weka.core.dataset.instance method)": [[10, "weka.core.dataset.Instance.is_missing"]], "is_nominal (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.is_nominal"]], "is_numeric (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.is_numeric"]], "is_other_capability (weka.core.capabilities.capability property)": [[10, "weka.core.capabilities.Capability.is_other_capability"]], "is_relation_valued (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.is_relation_valued"]], "is_serializable (weka.core.classes.javaobject property)": [[10, "weka.core.classes.JavaObject.is_serializable"]], "is_stopword() (weka.core.stopwords.stopwords method)": [[10, "weka.core.stopwords.Stopwords.is_stopword"]], "is_string (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.is_string"]], "jclass (weka.core.classes.javaobject property)": [[10, "weka.core.classes.JavaObject.jclass"]], "jdouble_array_to_ndarray() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.jdouble_array_to_ndarray"]], "jdouble_matrix_to_ndarray() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.jdouble_matrix_to_ndarray"]], "jdouble_to_float() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.jdouble_to_float"]], "jenumeration_to_list() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.jenumeration_to_list"]], "jint_array_to_ndarray() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.jint_array_to_ndarray"]], "join_options() (in module weka.core.classes)": [[10, "weka.core.classes.join_options"]], "jstring_array_to_list() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.jstring_array_to_list"]], "jstring_list_to_string_list() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.jstring_list_to_string_list"]], "jwrapper (weka.core.classes.javaobject property)": [[10, "weka.core.classes.JavaObject.jwrapper"]], "lib_dir() (in module weka.core.jvm)": [[10, "weka.core.jvm.lib_dir"]], "list_property_names() (in module weka.core.classes)": [[10, "weka.core.classes.list_property_names"]], "load() (weka.core.converters.textdirectoryloader method)": [[10, "weka.core.converters.TextDirectoryLoader.load"]], "load_any_file() (in module weka.core.converters)": [[10, "weka.core.converters.load_any_file"]], "load_csv_file() (in module weka.core.converters)": [[10, "weka.core.converters.load_csv_file"]], "load_file() (weka.core.converters.loader method)": [[10, "weka.core.converters.Loader.load_file"]], "load_suggestions() (in module weka.core.classes)": [[10, "weka.core.classes.load_suggestions"]], "load_url() (weka.core.converters.loader method)": [[10, "weka.core.converters.Loader.load_url"]], "loader_for_file() (in module weka.core.converters)": [[10, "weka.core.converters.loader_for_file"]], "lower_numeric_bound (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.lower_numeric_bound"]], "main() (in module weka.core.classes)": [[10, "weka.core.classes.main"]], "main() (in module weka.core.packages)": [[10, "weka.core.packages.main"]], "max (weka.core.dataset.stats property)": [[10, "weka.core.dataset.Stats.max"]], "maximum (weka.core.classes.mathparameter property)": [[10, "weka.core.classes.MathParameter.maximum"]], "mean (weka.core.dataset.stats property)": [[10, "weka.core.dataset.Stats.mean"]], "merge_instances() (weka.core.dataset.instances class method)": [[10, "weka.core.dataset.Instances.merge_instances"]], "metadata (weka.core.packages.package property)": [[10, "weka.core.packages.Package.metadata"]], "min (weka.core.dataset.stats property)": [[10, "weka.core.dataset.Stats.min"]], "min_instances (weka.core.capabilities.capabilities property)": [[10, "weka.core.capabilities.Capabilities.min_instances"]], "minimum (weka.core.classes.mathparameter property)": [[10, "weka.core.classes.MathParameter.minimum"]], "missing_count (weka.core.dataset.attributestats property)": [[10, "weka.core.dataset.AttributeStats.missing_count"]], "missing_value() (in module weka.core.dataset)": [[10, "weka.core.dataset.missing_value"]], "missing_value() (weka.core.dataset.instance class method)": [[10, "weka.core.dataset.Instance.missing_value"]], "name (weka.core.classes.enum property)": [[10, "weka.core.classes.Enum.name"]], "name (weka.core.classes.option property)": [[10, "weka.core.classes.Option.name"]], "name (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.name"]], "name (weka.core.packages.package property)": [[10, "weka.core.packages.Package.name"]], "ndarray_to_instances() (in module weka.core.converters)": [[10, "weka.core.converters.ndarray_to_instances"]], "new_array() (in module weka.core.classes)": [[10, "weka.core.classes.new_array"]], "new_array() (weka.core.classes.javaarray class method)": [[10, "weka.core.classes.JavaArray.new_array"]], "new_instance() (in module weka.core.classes)": [[10, "weka.core.classes.new_instance"]], "new_instance() (weka.core.classes.javaobject class method)": [[10, "weka.core.classes.JavaObject.new_instance"]], "next_double() (weka.core.classes.random method)": [[10, "weka.core.classes.Random.next_double"]], "next_int() (weka.core.classes.random method)": [[10, "weka.core.classes.Random.next_int"]], "no_class() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.no_class"]], "nominal_counts (weka.core.dataset.attributestats property)": [[10, "weka.core.dataset.AttributeStats.nominal_counts"]], "nominal_weights (weka.core.dataset.attributestats property)": [[10, "weka.core.dataset.AttributeStats.nominal_weights"]], "normalize() (in module weka.core.utils)": [[10, "weka.core.utils.normalize"]], "num_arguments (weka.core.classes.option property)": [[10, "weka.core.classes.Option.num_arguments"]], "num_attributes (weka.core.dataset.instance property)": [[10, "weka.core.dataset.Instance.num_attributes"]], "num_attributes (weka.core.dataset.instances property)": [[10, "weka.core.dataset.Instances.num_attributes"]], "num_classes (weka.core.dataset.instance property)": [[10, "weka.core.dataset.Instance.num_classes"]], "num_instances (weka.core.dataset.instances property)": [[10, "weka.core.dataset.Instances.num_instances"]], "num_values (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.num_values"]], "numeric_stats (weka.core.dataset.attributestats property)": [[10, "weka.core.dataset.AttributeStats.numeric_stats"]], "options (weka.core.classes.optionhandler property)": [[10, "weka.core.classes.OptionHandler.options"]], "ordering (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.ordering"]], "ordinal (weka.core.classes.enum property)": [[10, "weka.core.classes.Enum.ordinal"]], "other_capabilities() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.other_capabilities"]], "owner (weka.core.capabilities.capabilities property)": [[10, "weka.core.capabilities.Capabilities.owner"]], "parameters (weka.core.classes.setupgenerator property)": [[10, "weka.core.classes.SetupGenerator.parameters"]], "parse_date() (weka.core.dataset.attribute method)": [[10, "weka.core.dataset.Attribute.parse_date"]], "password (weka.core.database.databaseutils property)": [[10, "weka.core.database.DatabaseUtils.password"]], "prop (weka.core.classes.abstractparameter property)": [[10, "weka.core.classes.AbstractParameter.prop"]], "query (weka.core.database.instancequery property)": [[10, "weka.core.database.InstanceQuery.query"]], "quote() (in module weka.core.classes)": [[10, "weka.core.classes.quote"]], "randomize() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.randomize"]], "ranges (weka.core.classes.range property)": [[10, "weka.core.classes.Range.ranges"]], "readable (weka.core.classes.tag property)": [[10, "weka.core.classes.Tag.readable"]], "refresh_cache() (in module weka.core.packages)": [[10, "weka.core.packages.refresh_cache"]], "relationname (weka.core.dataset.instances property)": [[10, "weka.core.dataset.Instances.relationname"]], "remove_variable() (weka.core.classes.environment method)": [[10, "weka.core.classes.Environment.remove_variable"]], "retrieve_instances() (weka.core.database.instancequery method)": [[10, "weka.core.database.InstanceQuery.retrieve_instances"]], "save_any_file() (in module weka.core.converters)": [[10, "weka.core.converters.save_any_file"]], "save_file() (weka.core.converters.saver method)": [[10, "weka.core.converters.Saver.save_file"]], "saver_for_file() (in module weka.core.converters)": [[10, "weka.core.converters.saver_for_file"]], "selected (weka.core.classes.selectedtag property)": [[10, "weka.core.classes.SelectedTag.selected"]], "selection() (weka.core.classes.range method)": [[10, "weka.core.classes.Range.selection"]], "serialization_read() (in module weka.core.classes)": [[10, "weka.core.classes.serialization_read"]], "serialization_read_all() (in module weka.core.classes)": [[10, "weka.core.classes.serialization_read_all"]], "serialization_write() (in module weka.core.classes)": [[10, "weka.core.classes.serialization_write"]], "serialization_write_all() (in module weka.core.classes)": [[10, "weka.core.classes.serialization_write_all"]], "set_instance() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.set_instance"]], "set_missing() (weka.core.dataset.instance method)": [[10, "weka.core.dataset.Instance.set_missing"]], "set_package() (weka.core.packages.packageconstraint method)": [[10, "weka.core.packages.PackageConstraint.set_package"]], "set_property() (weka.core.classes.javaobject method)": [[10, "weka.core.classes.JavaObject.set_property"]], "set_string_value() (weka.core.dataset.instance method)": [[10, "weka.core.dataset.Instance.set_string_value"]], "set_value() (weka.core.dataset.instance method)": [[10, "weka.core.dataset.Instance.set_value"]], "setups() (weka.core.classes.setupgenerator method)": [[10, "weka.core.classes.SetupGenerator.setups"]], "single_index (weka.core.classes.singleindex property)": [[10, "weka.core.classes.SingleIndex.single_index"]], "sort() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.sort"]], "source (weka.core.packages.dependency property)": [[10, "weka.core.packages.Dependency.source"]], "sparse_data (weka.core.database.instancequery property)": [[10, "weka.core.database.InstanceQuery.sparse_data"]], "split_commandline() (in module weka.core.classes)": [[10, "weka.core.classes.split_commandline"]], "split_options() (in module weka.core.classes)": [[10, "weka.core.classes.split_options"]], "start() (in module weka.core.jvm)": [[10, "weka.core.jvm.start"]], "started (in module weka.core.jvm)": [[10, "weka.core.jvm.started"]], "stddev (weka.core.dataset.stats property)": [[10, "weka.core.dataset.Stats.stddev"]], "stem() (weka.core.stemmers.stemmer method)": [[10, "weka.core.stemmers.Stemmer.stem"]], "step (weka.core.classes.mathparameter property)": [[10, "weka.core.classes.MathParameter.step"]], "stop() (in module weka.core.jvm)": [[10, "weka.core.jvm.stop"]], "stratify() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.stratify"]], "string_list_to_jarray() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.string_list_to_jarray"]], "string_list_to_jlist() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.string_list_to_jlist"]], "subset() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.subset"]], "suggest_package() (in module weka.core.classes)": [[10, "weka.core.classes.suggest_package"]], "suggest_package() (in module weka.core.packages)": [[10, "weka.core.packages.suggest_package"]], "suggestions (in module weka.core.classes)": [[10, "weka.core.classes.suggestions"]], "sum (weka.core.dataset.stats property)": [[10, "weka.core.dataset.Stats.sum"]], "summary() (weka.core.dataset.instances class method)": [[10, "weka.core.dataset.Instances.summary"]], "sumsq (weka.core.dataset.stats property)": [[10, "weka.core.dataset.Stats.sumsq"]], "supports() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.supports"]], "supports_maybe() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.supports_maybe"]], "synopsis (weka.core.classes.option property)": [[10, "weka.core.classes.Option.synopsis"]], "sys_main() (in module weka.core.packages)": [[10, "weka.core.packages.sys_main"]], "system_wide() (weka.core.classes.environment class method)": [[10, "weka.core.classes.Environment.system_wide"]], "tags (weka.core.classes.selectedtag property)": [[10, "weka.core.classes.SelectedTag.tags"]], "target (weka.core.packages.dependency property)": [[10, "weka.core.packages.Dependency.target"]], "template_instances() (weka.core.dataset.instances class method)": [[10, "weka.core.dataset.Instances.template_instances"]], "test_attribute() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.test_attribute"]], "test_cv() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.test_cv"]], "test_instances() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.test_instances"]], "time (weka.core.classes.date property)": [[10, "weka.core.classes.Date.time"]], "to_byte_array() (in module weka.core.classes)": [[10, "weka.core.classes.to_byte_array"]], "to_commandline() (in module weka.core.classes)": [[10, "weka.core.classes.to_commandline"]], "to_commandline() (weka.core.classes.optionhandler method)": [[10, "weka.core.classes.OptionHandler.to_commandline"]], "to_dict() (weka.core.classes.javaobject method)": [[10, "weka.core.classes.JavaObject.to_dict"]], "to_dict() (weka.core.classes.optionhandler method)": [[10, "weka.core.classes.OptionHandler.to_dict"]], "to_help() (weka.core.classes.optionhandler method)": [[10, "weka.core.classes.OptionHandler.to_help"]], "to_jdouble_array() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.to_jdouble_array"]], "to_jint_array() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.to_jint_array"]], "to_jobject_array() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.to_jobject_array"]], "to_numpy() (weka.core.dataset.instance method)": [[10, "weka.core.dataset.Instance.to_numpy"]], "to_numpy() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.to_numpy"]], "to_string() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.to_string"]], "tokenize() (weka.core.tokenizers.tokenizer method)": [[10, "weka.core.tokenizers.Tokenizer.tokenize"]], "total_count (weka.core.dataset.attributestats property)": [[10, "weka.core.dataset.AttributeStats.total_count"]], "train_cv() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.train_cv"]], "train_test_split() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.train_test_split"]], "type (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.type"]], "type_str() (weka.core.dataset.attribute method)": [[10, "weka.core.dataset.Attribute.type_str"]], "unbackquote() (in module weka.core.classes)": [[10, "weka.core.classes.unbackquote"]], "uninstall_package() (in module weka.core.packages)": [[10, "weka.core.packages.uninstall_package"]], "uninstall_packages() (in module weka.core.packages)": [[10, "weka.core.packages.uninstall_packages"]], "unique_count (weka.core.dataset.attributestats property)": [[10, "weka.core.dataset.AttributeStats.unique_count"]], "unquote() (in module weka.core.classes)": [[10, "weka.core.classes.unquote"]], "upper() (weka.core.classes.range method)": [[10, "weka.core.classes.Range.upper"]], "upper() (weka.core.classes.singleindex method)": [[10, "weka.core.classes.SingleIndex.upper"]], "upper_numeric_bound (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.upper_numeric_bound"]], "url (weka.core.packages.package property)": [[10, "weka.core.packages.Package.url"]], "user (weka.core.database.databaseutils property)": [[10, "weka.core.database.DatabaseUtils.user"]], "value() (weka.core.dataset.attribute method)": [[10, "weka.core.dataset.Attribute.value"]], "values (weka.core.classes.enum property)": [[10, "weka.core.classes.Enum.values"]], "values (weka.core.classes.listparameter property)": [[10, "weka.core.classes.ListParameter.values"]], "values (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.values"]], "values (weka.core.dataset.instance property)": [[10, "weka.core.dataset.Instance.values"]], "values() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.values"]], "variable_names() (weka.core.classes.environment method)": [[10, "weka.core.classes.Environment.variable_names"]], "variable_value() (weka.core.classes.environment method)": [[10, "weka.core.classes.Environment.variable_value"]], "variance() (in module weka.core.utils)": [[10, "weka.core.utils.variance"]], "version (weka.core.packages.package property)": [[10, "weka.core.packages.Package.version"]], "weight (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.weight"]], "weight (weka.core.dataset.instance property)": [[10, "weka.core.dataset.Instance.weight"]], "weka.core": [[10, "module-weka.core"]], "weka.core.capabilities": [[10, "module-weka.core.capabilities"]], "weka.core.classes": [[10, "module-weka.core.classes"]], "weka.core.converters": [[10, "module-weka.core.converters"]], "weka.core.database": [[10, "module-weka.core.database"]], "weka.core.dataset": [[10, "module-weka.core.dataset"]], "weka.core.distances": [[10, "module-weka.core.distances"]], "weka.core.jvm": [[10, "module-weka.core.jvm"]], "weka.core.packages": [[10, "module-weka.core.packages"]], "weka.core.serialization": [[10, "module-weka.core.serialization"]], "weka.core.stemmers": [[10, "module-weka.core.stemmers"]], "weka.core.stopwords": [[10, "module-weka.core.stopwords"]], "weka.core.tokenizers": [[10, "module-weka.core.tokenizers"]], "weka.core.typeconv": [[10, "module-weka.core.typeconv"]], "weka.core.utils": [[10, "module-weka.core.utils"]], "weka.core.version": [[10, "module-weka.core.version"]], "weka_version() (in module weka.core.version)": [[10, "weka.core.version.weka_version"]], "with_package_support (in module weka.core.jvm)": [[10, "weka.core.jvm.with_package_support"]], "anytocommandline (class in weka.flow.conversion)": [[11, "weka.flow.conversion.AnyToCommandline"]], "attributeselection (class in weka.flow.transformer)": [[11, "weka.flow.transformer.AttributeSelection"]], "attributeselectioncontainer (class in weka.flow.container)": [[11, "weka.flow.container.AttributeSelectionContainer"]], "classselector (class in weka.flow.transformer)": [[11, "weka.flow.transformer.ClassSelector"]], "classificationcontainer (class in weka.flow.container)": [[11, "weka.flow.container.ClassificationContainer"]], "classifiererrors (class in weka.flow.sink)": [[11, "weka.flow.sink.ClassifierErrors"]], "clusteringcontainer (class in weka.flow.container)": [[11, "weka.flow.container.ClusteringContainer"]], "commandlinetoany (class in weka.flow.conversion)": [[11, "weka.flow.conversion.CommandlineToAny"]], "copy (class in weka.flow.transformer)": [[11, "weka.flow.transformer.Copy"]], "crossvalidate (class in weka.flow.transformer)": [[11, "weka.flow.transformer.CrossValidate"]], "datagenerator (class in weka.flow.source)": [[11, "weka.flow.source.DataGenerator"]], "evaluate (class in weka.flow.transformer)": [[11, "weka.flow.transformer.Evaluate"]], "evaluationsummary (class in weka.flow.transformer)": [[11, "weka.flow.transformer.EvaluationSummary"]], "filter (class in weka.flow.transformer)": [[11, "weka.flow.transformer.Filter"]], "instancedumper (class in weka.flow.sink)": [[11, "weka.flow.sink.InstanceDumper"]], "lineplot (class in weka.flow.sink)": [[11, "weka.flow.sink.LinePlot"]], "loaddatabase (class in weka.flow.source)": [[11, "weka.flow.source.LoadDatabase"]], "loaddataset (class in weka.flow.transformer)": [[11, "weka.flow.transformer.LoadDataset"]], "matrixplot (class in weka.flow.sink)": [[11, "weka.flow.sink.MatrixPlot"]], "modelcontainer (class in weka.flow.container)": [[11, "weka.flow.container.ModelContainer"]], "modelreader (class in weka.flow.transformer)": [[11, "weka.flow.transformer.ModelReader"]], "modelwriter (class in weka.flow.sink)": [[11, "weka.flow.sink.ModelWriter"]], "prc (class in weka.flow.sink)": [[11, "weka.flow.sink.PRC"]], "predict (class in weka.flow.transformer)": [[11, "weka.flow.transformer.Predict"]], "roc (class in weka.flow.sink)": [[11, "weka.flow.sink.ROC"]], "renamerelation (class in weka.flow.transformer)": [[11, "weka.flow.transformer.RenameRelation"]], "setstoragevalue (class in weka.flow.transformer)": [[11, "weka.flow.transformer.SetStorageValue"]], "train (class in weka.flow.transformer)": [[11, "weka.flow.transformer.Train"]], "check_input() (weka.flow.conversion.commandlinetoany method)": [[11, "weka.flow.conversion.CommandlineToAny.check_input"]], "check_input() (weka.flow.sink.classifiererrors method)": [[11, "weka.flow.sink.ClassifierErrors.check_input"]], "check_input() (weka.flow.sink.instancedumper method)": [[11, "weka.flow.sink.InstanceDumper.check_input"]], "check_input() (weka.flow.sink.lineplot method)": [[11, "weka.flow.sink.LinePlot.check_input"]], "check_input() (weka.flow.sink.matrixplot method)": [[11, "weka.flow.sink.MatrixPlot.check_input"]], "check_input() (weka.flow.sink.modelwriter method)": [[11, "weka.flow.sink.ModelWriter.check_input"]], "check_input() (weka.flow.sink.prc method)": [[11, "weka.flow.sink.PRC.check_input"]], "check_input() (weka.flow.sink.roc method)": [[11, "weka.flow.sink.ROC.check_input"]], "check_input() (weka.flow.transformer.attributeselection method)": [[11, "weka.flow.transformer.AttributeSelection.check_input"]], "check_input() (weka.flow.transformer.classselector method)": [[11, "weka.flow.transformer.ClassSelector.check_input"]], "check_input() (weka.flow.transformer.crossvalidate method)": [[11, "weka.flow.transformer.CrossValidate.check_input"]], "check_input() (weka.flow.transformer.evaluate method)": [[11, "weka.flow.transformer.Evaluate.check_input"]], "check_input() (weka.flow.transformer.evaluationsummary method)": [[11, "weka.flow.transformer.EvaluationSummary.check_input"]], "check_input() (weka.flow.transformer.filter method)": [[11, "weka.flow.transformer.Filter.check_input"]], "check_input() (weka.flow.transformer.loaddataset method)": [[11, "weka.flow.transformer.LoadDataset.check_input"]], "check_input() (weka.flow.transformer.predict method)": [[11, "weka.flow.transformer.Predict.check_input"]], "check_input() (weka.flow.transformer.renamerelation method)": [[11, "weka.flow.transformer.RenameRelation.check_input"]], "check_input() (weka.flow.transformer.train method)": [[11, "weka.flow.transformer.Train.check_input"]], "convert() (weka.flow.conversion.anytocommandline method)": [[11, "weka.flow.conversion.AnyToCommandline.convert"]], "convert() (weka.flow.conversion.commandlinetoany method)": [[11, "weka.flow.conversion.CommandlineToAny.convert"]], "description() (weka.flow.conversion.anytocommandline method)": [[11, "weka.flow.conversion.AnyToCommandline.description"]], "description() (weka.flow.conversion.commandlinetoany method)": [[11, "weka.flow.conversion.CommandlineToAny.description"]], "description() (weka.flow.sink.classifiererrors method)": [[11, "weka.flow.sink.ClassifierErrors.description"]], "description() (weka.flow.sink.instancedumper method)": [[11, "weka.flow.sink.InstanceDumper.description"]], "description() (weka.flow.sink.lineplot method)": [[11, "weka.flow.sink.LinePlot.description"]], "description() (weka.flow.sink.matrixplot method)": [[11, "weka.flow.sink.MatrixPlot.description"]], "description() (weka.flow.sink.modelwriter method)": [[11, "weka.flow.sink.ModelWriter.description"]], "description() (weka.flow.sink.prc method)": [[11, "weka.flow.sink.PRC.description"]], "description() (weka.flow.sink.roc method)": [[11, "weka.flow.sink.ROC.description"]], "description() (weka.flow.source.datagenerator method)": [[11, "weka.flow.source.DataGenerator.description"]], "description() (weka.flow.source.loaddatabase method)": [[11, "weka.flow.source.LoadDatabase.description"]], "description() (weka.flow.transformer.attributeselection method)": [[11, "weka.flow.transformer.AttributeSelection.description"]], "description() (weka.flow.transformer.classselector method)": [[11, "weka.flow.transformer.ClassSelector.description"]], "description() (weka.flow.transformer.copy method)": [[11, "weka.flow.transformer.Copy.description"]], "description() (weka.flow.transformer.crossvalidate method)": [[11, "weka.flow.transformer.CrossValidate.description"]], "description() (weka.flow.transformer.evaluate method)": [[11, "weka.flow.transformer.Evaluate.description"]], "description() (weka.flow.transformer.evaluationsummary method)": [[11, "weka.flow.transformer.EvaluationSummary.description"]], "description() (weka.flow.transformer.filter method)": [[11, "weka.flow.transformer.Filter.description"]], "description() (weka.flow.transformer.loaddataset method)": [[11, "weka.flow.transformer.LoadDataset.description"]], "description() (weka.flow.transformer.modelreader method)": [[11, "weka.flow.transformer.ModelReader.description"]], "description() (weka.flow.transformer.predict method)": [[11, "weka.flow.transformer.Predict.description"]], "description() (weka.flow.transformer.renamerelation method)": [[11, "weka.flow.transformer.RenameRelation.description"]], "description() (weka.flow.transformer.setstoragevalue method)": [[11, "weka.flow.transformer.SetStorageValue.description"]], "description() (weka.flow.transformer.train method)": [[11, "weka.flow.transformer.Train.description"]], "do_execute() (weka.flow.sink.classifiererrors method)": [[11, "weka.flow.sink.ClassifierErrors.do_execute"]], "do_execute() (weka.flow.sink.instancedumper method)": [[11, "weka.flow.sink.InstanceDumper.do_execute"]], "do_execute() (weka.flow.sink.lineplot method)": [[11, "weka.flow.sink.LinePlot.do_execute"]], "do_execute() (weka.flow.sink.matrixplot method)": [[11, "weka.flow.sink.MatrixPlot.do_execute"]], "do_execute() (weka.flow.sink.modelwriter method)": [[11, "weka.flow.sink.ModelWriter.do_execute"]], "do_execute() (weka.flow.sink.prc method)": [[11, "weka.flow.sink.PRC.do_execute"]], "do_execute() (weka.flow.sink.roc method)": [[11, "weka.flow.sink.ROC.do_execute"]], "do_execute() (weka.flow.source.datagenerator method)": [[11, "weka.flow.source.DataGenerator.do_execute"]], "do_execute() (weka.flow.source.loaddatabase method)": [[11, "weka.flow.source.LoadDatabase.do_execute"]], "do_execute() (weka.flow.transformer.attributeselection method)": [[11, "weka.flow.transformer.AttributeSelection.do_execute"]], "do_execute() (weka.flow.transformer.classselector method)": [[11, "weka.flow.transformer.ClassSelector.do_execute"]], "do_execute() (weka.flow.transformer.copy method)": [[11, "weka.flow.transformer.Copy.do_execute"]], "do_execute() (weka.flow.transformer.crossvalidate method)": [[11, "weka.flow.transformer.CrossValidate.do_execute"]], "do_execute() (weka.flow.transformer.evaluate method)": [[11, "weka.flow.transformer.Evaluate.do_execute"]], "do_execute() (weka.flow.transformer.evaluationsummary method)": [[11, "weka.flow.transformer.EvaluationSummary.do_execute"]], "do_execute() (weka.flow.transformer.filter method)": [[11, "weka.flow.transformer.Filter.do_execute"]], "do_execute() (weka.flow.transformer.loaddataset method)": [[11, "weka.flow.transformer.LoadDataset.do_execute"]], "do_execute() (weka.flow.transformer.modelreader method)": [[11, "weka.flow.transformer.ModelReader.do_execute"]], "do_execute() (weka.flow.transformer.predict method)": [[11, "weka.flow.transformer.Predict.do_execute"]], "do_execute() (weka.flow.transformer.renamerelation method)": [[11, "weka.flow.transformer.RenameRelation.do_execute"]], "do_execute() (weka.flow.transformer.setstoragevalue method)": [[11, "weka.flow.transformer.SetStorageValue.do_execute"]], "do_execute() (weka.flow.transformer.train method)": [[11, "weka.flow.transformer.Train.do_execute"]], "fix_config() (weka.flow.conversion.commandlinetoany method)": [[11, "weka.flow.conversion.CommandlineToAny.fix_config"]], "fix_config() (weka.flow.sink.classifiererrors method)": [[11, "weka.flow.sink.ClassifierErrors.fix_config"]], "fix_config() (weka.flow.sink.lineplot method)": [[11, "weka.flow.sink.LinePlot.fix_config"]], "fix_config() (weka.flow.sink.matrixplot method)": [[11, "weka.flow.sink.MatrixPlot.fix_config"]], "fix_config() (weka.flow.sink.prc method)": [[11, "weka.flow.sink.PRC.fix_config"]], "fix_config() (weka.flow.sink.roc method)": [[11, "weka.flow.sink.ROC.fix_config"]], "fix_config() (weka.flow.source.datagenerator method)": [[11, "weka.flow.source.DataGenerator.fix_config"]], "fix_config() (weka.flow.source.loaddatabase method)": [[11, "weka.flow.source.LoadDatabase.fix_config"]], "fix_config() (weka.flow.transformer.attributeselection method)": [[11, "weka.flow.transformer.AttributeSelection.fix_config"]], "fix_config() (weka.flow.transformer.classselector method)": [[11, "weka.flow.transformer.ClassSelector.fix_config"]], "fix_config() (weka.flow.transformer.crossvalidate method)": [[11, "weka.flow.transformer.CrossValidate.fix_config"]], "fix_config() (weka.flow.transformer.evaluate method)": [[11, "weka.flow.transformer.Evaluate.fix_config"]], "fix_config() (weka.flow.transformer.evaluationsummary method)": [[11, "weka.flow.transformer.EvaluationSummary.fix_config"]], "fix_config() (weka.flow.transformer.filter method)": [[11, "weka.flow.transformer.Filter.fix_config"]], "fix_config() (weka.flow.transformer.loaddataset method)": [[11, "weka.flow.transformer.LoadDataset.fix_config"]], "fix_config() (weka.flow.transformer.predict method)": [[11, "weka.flow.transformer.Predict.fix_config"]], "fix_config() (weka.flow.transformer.renamerelation method)": [[11, "weka.flow.transformer.RenameRelation.fix_config"]], "fix_config() (weka.flow.transformer.setstoragevalue method)": [[11, "weka.flow.transformer.SetStorageValue.fix_config"]], "fix_config() (weka.flow.transformer.train method)": [[11, "weka.flow.transformer.Train.fix_config"]], "from_config() (weka.flow.source.datagenerator method)": [[11, "weka.flow.source.DataGenerator.from_config"]], "has_output() (weka.flow.transformer.loaddataset method)": [[11, "weka.flow.transformer.LoadDataset.has_output"]], "is_valid() (weka.flow.container.attributeselectioncontainer method)": [[11, "weka.flow.container.AttributeSelectionContainer.is_valid"]], "is_valid() (weka.flow.container.classificationcontainer method)": [[11, "weka.flow.container.ClassificationContainer.is_valid"]], "is_valid() (weka.flow.container.clusteringcontainer method)": [[11, "weka.flow.container.ClusteringContainer.is_valid"]], "is_valid() (weka.flow.container.modelcontainer method)": [[11, "weka.flow.container.ModelContainer.is_valid"]], "output() (weka.flow.transformer.loaddataset method)": [[11, "weka.flow.transformer.LoadDataset.output"]], "quickinfo (weka.flow.sink.classifiererrors property)": [[11, "weka.flow.sink.ClassifierErrors.quickinfo"]], "quickinfo (weka.flow.sink.lineplot property)": [[11, "weka.flow.sink.LinePlot.quickinfo"]], "quickinfo (weka.flow.sink.matrixplot property)": [[11, "weka.flow.sink.MatrixPlot.quickinfo"]], "quickinfo (weka.flow.sink.prc property)": [[11, "weka.flow.sink.PRC.quickinfo"]], "quickinfo (weka.flow.sink.roc property)": [[11, "weka.flow.sink.ROC.quickinfo"]], "quickinfo (weka.flow.source.datagenerator property)": [[11, "weka.flow.source.DataGenerator.quickinfo"]], "quickinfo (weka.flow.source.loaddatabase property)": [[11, "weka.flow.source.LoadDatabase.quickinfo"]], "quickinfo (weka.flow.transformer.attributeselection property)": [[11, "weka.flow.transformer.AttributeSelection.quickinfo"]], "quickinfo (weka.flow.transformer.classselector property)": [[11, "weka.flow.transformer.ClassSelector.quickinfo"]], "quickinfo (weka.flow.transformer.crossvalidate property)": [[11, "weka.flow.transformer.CrossValidate.quickinfo"]], "quickinfo (weka.flow.transformer.evaluate property)": [[11, "weka.flow.transformer.Evaluate.quickinfo"]], "quickinfo (weka.flow.transformer.evaluationsummary property)": [[11, "weka.flow.transformer.EvaluationSummary.quickinfo"]], "quickinfo (weka.flow.transformer.filter property)": [[11, "weka.flow.transformer.Filter.quickinfo"]], "quickinfo (weka.flow.transformer.loaddataset property)": [[11, "weka.flow.transformer.LoadDataset.quickinfo"]], "quickinfo (weka.flow.transformer.predict property)": [[11, "weka.flow.transformer.Predict.quickinfo"]], "quickinfo (weka.flow.transformer.renamerelation property)": [[11, "weka.flow.transformer.RenameRelation.quickinfo"]], "quickinfo (weka.flow.transformer.setstoragevalue property)": [[11, "weka.flow.transformer.SetStorageValue.quickinfo"]], "quickinfo (weka.flow.transformer.train property)": [[11, "weka.flow.transformer.Train.quickinfo"]], "stop_execution() (weka.flow.transformer.loaddataset method)": [[11, "weka.flow.transformer.LoadDataset.stop_execution"]], "to_config() (weka.flow.source.datagenerator method)": [[11, "weka.flow.source.DataGenerator.to_config"]], "weka.flow": [[11, "module-weka.flow"]], "weka.flow.container": [[11, "module-weka.flow.container"]], "weka.flow.conversion": [[11, "module-weka.flow.conversion"]], "weka.flow.sink": [[11, "module-weka.flow.sink"]], "weka.flow.source": [[11, "module-weka.flow.source"]], "weka.flow.transformer": [[11, "module-weka.flow.transformer"]], "wrapup() (weka.flow.transformer.loaddataset method)": [[11, "weka.flow.transformer.LoadDataset.wrapup"]], "create_subsample() (in module weka.plot)": [[12, "weka.plot.create_subsample"]], "generate_thresholdcurve_data() (in module weka.plot.classifiers)": [[12, "weka.plot.classifiers.generate_thresholdcurve_data"]], "get_auc() (in module weka.plot.classifiers)": [[12, "weka.plot.classifiers.get_auc"]], "get_prc() (in module weka.plot.classifiers)": [[12, "weka.plot.classifiers.get_prc"]], "get_thresholdcurve_data() (in module weka.plot.classifiers)": [[12, "weka.plot.classifiers.get_thresholdcurve_data"]], "line_plot() (in module weka.plot.dataset)": [[12, "weka.plot.dataset.line_plot"]], "matrix_plot() (in module weka.plot.dataset)": [[12, "weka.plot.dataset.matrix_plot"]], "plot_classifier_errors() (in module weka.plot.classifiers)": [[12, "weka.plot.classifiers.plot_classifier_errors"]], "plot_cluster_assignments() (in module weka.plot.clusterers)": [[12, "weka.plot.clusterers.plot_cluster_assignments"]], "plot_dot_graph() (in module weka.plot.graph)": [[12, "weka.plot.graph.plot_dot_graph"]], "plot_experiment() (in module weka.plot.experiments)": [[12, "weka.plot.experiments.plot_experiment"]], "plot_graph() (in module weka.plot.graph)": [[12, "weka.plot.graph.plot_graph"]], "plot_learning_curve() (in module weka.plot.classifiers)": [[12, "weka.plot.classifiers.plot_learning_curve"]], "plot_prc() (in module weka.plot.classifiers)": [[12, "weka.plot.classifiers.plot_prc"]], "plot_prcs() (in module weka.plot.classifiers)": [[12, "weka.plot.classifiers.plot_prcs"]], "plot_roc() (in module weka.plot.classifiers)": [[12, "weka.plot.classifiers.plot_roc"]], "plot_rocs() (in module weka.plot.classifiers)": [[12, "weka.plot.classifiers.plot_rocs"]], "plot_xmlbif_graph() (in module weka.plot.graph)": [[12, "weka.plot.graph.plot_xmlbif_graph"]], "scatter_plot() (in module weka.plot.dataset)": [[12, "weka.plot.dataset.scatter_plot"]], "set_window_title() (in module weka.plot)": [[12, "weka.plot.set_window_title"]], "weka.plot": [[12, "module-weka.plot"]], "weka.plot.classifiers": [[12, "module-weka.plot.classifiers"]], "weka.plot.clusterers": [[12, "module-weka.plot.clusterers"]], "weka.plot.dataset": [[12, "module-weka.plot.dataset"]], "weka.plot.experiments": [[12, "module-weka.plot.experiments"]], "weka.plot.graph": [[12, "module-weka.plot.graph"]], "xmlbif_to_dot() (in module weka.plot.graph)": [[12, "weka.plot.graph.xmlbif_to_dot"]]}})
\ No newline at end of file
+Search.setIndex({"docnames": ["commandline", "development", "docker", "examples", "flow", "index", "install", "modules", "troubleshooting", "weka", "weka.core", "weka.flow", "weka.plot"], "filenames": ["commandline.rst", "development.rst", "docker.rst", "examples.rst", "flow.rst", "index.rst", "install.rst", "modules.rst", "troubleshooting.rst", "weka.rst", "weka.core.rst", "weka.flow.rst", "weka.plot.rst"], "titles": ["Command-line", "Development", "Docker", "Examples", "Flow", "Introduction", "Installation", "weka", "Troubleshooting", "weka package", "weka.core package", "weka.flow package", "weka.plot package"], "terms": {"from": [0, 1, 2, 4, 5, 8, 9, 10, 11, 12], "python": [0, 1, 2, 3, 4, 5, 6, 8, 10], "weka": [0, 1, 3, 4, 5, 6, 8], "wrapper3": [0, 1, 2, 3, 4, 5, 6], "behav": [0, 4], "similar": [0, 2, 3, 4, 9], "itself": [0, 3, 4], "i": [0, 1, 2, 3, 4, 6, 8, 9, 10, 11, 12], "e": [0, 2, 3, 4, 6, 8, 9, 10, 11], "most": [0, 2, 3, 9], "option": [0, 4, 5, 8, 9, 10, 11, 12], "ar": [0, 1, 2, 3, 4, 5, 6, 8, 9, 10, 11, 12], "avail": [0, 2, 3, 4, 5, 6, 9, 10, 11, 12], "well": [0, 3, 4, 5, 6, 9, 10], "follow": [0, 2, 3, 4, 5, 6, 8, 9, 10], "j": [0, 9], "ad": [0, 1, 2, 3, 4, 5, 9], "addit": [0, 2, 4, 5, 9, 10], "jar": [0, 2, 3, 5, 10], "same": [0, 2, 4, 6, 9, 10, 12], "format": [0, 4, 9, 10, 11, 12], "classpath": [0, 2, 3, 5, 10], "platform": [0, 5], "g": [0, 2, 3, 4, 6, 8, 9, 10, 11], "linux": [0, 4, 5], "some": [0, 3, 4, 5, 6, 8, 9, 11], "where": [0, 3, 4, 9, 10], "other": [0, 2, 3, 4, 5, 9, 10, 11, 12], "place": 0, "b": [0, 3], "x": [0, 3, 5, 7, 9, 10, 12], "defin": [0, 3, 4, 9], "maximum": [0, 3, 9, 10, 12], "heap": [0, 3, 10], "size": [0, 3, 5, 7, 9, 10, 12], "512m": [0, 3, 10], "512": [0, 3], "mb": [0, 3], "The": [0, 1, 2, 3, 4, 5, 6, 8, 9, 10, 11, 12], "exampl": [0, 1, 2, 5, 9, 10, 12], "all": [0, 2, 3, 4, 5, 8, 9, 10, 11, 12], "bash": 0, "environ": [0, 2, 3, 6, 8, 9, 10], "window": [0, 5, 9, 12], "user": [0, 1, 3, 4, 6, 9, 10, 12], "have": [0, 1, 2, 3, 4, 6, 8, 9, 10], "replac": [0, 10], "forward": [0, 4, 10, 11], "slash": [0, 10], "backslash": 0, "singl": [0, 2, 3, 9, 10], "end": [0, 9], "remov": [0, 3, 9, 10, 11], "artif": [0, 3, 9], "can": [0, 1, 2, 3, 4, 5, 6, 8, 9, 10, 11], "us": [0, 1, 2, 3, 4, 5, 8, 9, 10, 11, 12], "one": [0, 3, 4, 8, 9, 10, 11, 12], "": [0, 2, 3, 4, 5, 6, 8, 9, 10, 12], "agraw": [0, 3, 9], "classif": [0, 3, 9, 11, 12], "pww": [0, 2], "datagener": [0, 3, 4, 5, 7, 11], "o": [0, 2, 3, 8, 10], "tmp": 0, "out": [0, 3, 4, 8, 9], "arff": [0, 2, 3, 4, 9], "help": [0, 4, 5, 6, 10], "screen": [0, 10], "usag": [0, 5], "h": [0, 2, 9, 10], "execut": [0, 3, 4, 5, 9, 10, 11], "call": [0, 2, 3, 4, 5, 9, 10], "jvm": [0, 1, 2, 5, 6, 7, 8, 9], "start": [0, 2, 4, 5, 8, 9, 10], "stop": [0, 2, 4, 5, 6, 8, 9, 10, 11], "automat": [0, 1, 3, 4, 5, 9, 10, 11], "posit": [0, 9, 10, 12], "argument": [0, 9, 10], "classnam": [0, 1, 2, 4, 5, 9, 10, 12], "led24": 0, "show": [0, 3, 6, 9, 12], "thi": [0, 1, 2, 3, 4, 6, 8, 9, 10], "messag": [0, 3, 4, 8, 10, 11], "exit": [0, 3, 6, 8, 10], "directori": [0, 2, 3, 4, 6, 8, 10, 11], "max": [0, 3, 4, 9, 10], "dataset": [0, 2, 4, 5, 7, 8, 9, 11], "last": [0, 2, 3, 4, 9, 10], "my": [0, 3], "iri": [0, 3, 4], "c": [0, 2, 3, 4, 6, 8], "unsupervis": [0, 3, 9, 10], "r": [0, 3], "For": [0, 1, 2, 3, 4, 9, 11], "batch": [0, 9], "you": [0, 1, 2, 3, 4, 5, 6, 8], "input": [0, 4, 5, 7, 9, 10, 11], "output": [0, 2, 4, 5, 6, 7, 9, 10, 11, 12], "second": [0, 3, 5, 7, 9, 10], "file": [0, 3, 4, 6, 8, 9, 10, 11, 12], "input1": 0, "output1": 0, "input2": 0, "output2": 0, "classindex": 0, "allfilt": [0, 9], "1": [0, 2, 3, 4, 8, 9, 10, 12], "2": [0, 2, 3, 4, 5, 9, 10], "base": [0, 3, 4, 8, 9, 10, 11, 12], "class": [0, 1, 2, 3, 4, 5, 7, 9, 11, 12], "index": [0, 3, 4, 9, 10, 11, 12], "how": [0, 3, 4, 6, 8, 9, 10], "cross": [0, 4, 5, 9, 10, 11], "valid": [0, 4, 5, 9, 10, 11], "j48": [0, 2, 3, 4, 8, 10], "confid": [0, 9], "factor": 0, "0": [0, 2, 3, 4, 6, 9, 10, 12], "3": [0, 2, 3, 5, 6, 9, 10], "uci": 0, "t": [0, 2, 4, 6, 9, 10], "tree": [0, 2, 3, 4], "train": [0, 2, 3, 4, 9, 10, 11, 12], "test": [0, 2, 3, 5, 6, 7, 9, 10, 12], "d": [0, 3, 4, 10], "outmodel": 0, "l": [0, 2, 6, 10], "inmodel": 0, "num": [0, 3], "fold": [0, 3, 4, 5, 7, 9, 10], "seed": [0, 5, 7, 9, 10, 12], "v": [0, 2, 11], "k": [0, 3, 11], "m": [0, 4, 6, 8, 10], "costmatrix": [0, 5, 7, 9], "graph": [0, 5, 6, 7, 8, 9], "perform": [0, 3, 4, 6, 9, 10, 11], "regress": [0, 3, 9], "set": [0, 3, 4, 6, 8, 9, 10, 11, 12], "model": [0, 4, 5, 9, 11], "name": [0, 1, 2, 4, 5, 6, 8, 9, 10, 11, 12], "number": [0, 1, 9, 10, 12], "valu": [0, 3, 4, 9, 10, 11, 12], "random": [0, 2, 3, 9, 10], "statist": [0, 3, 9, 10, 12], "onli": [0, 3, 4, 6, 9, 10, 12], "don": [0, 4, 6, 9], "inform": [0, 3, 8, 9, 10], "retriev": [0, 3, 4, 9, 10, 12], "theoret": 0, "cost": [0, 9], "matrix": [0, 3, 4, 5, 7, 9, 10, 11, 12], "support": [0, 2, 3, 6, 8, 9, 10], "evalu": [0, 2, 4, 5, 7, 9, 11, 12], "simplekmean": [0, 3, 9], "n": [0, 2, 3, 4, 10], "p": [0, 3, 12], "rang": [0, 3, 9, 10], "bestfirst": [0, 3, 9], "search": [0, 3, 5, 7, 9, 10, 11], "algorithm": [0, 3, 9], "cfssubsetev": [0, 3, 9], "attsel": [0, 3], "5": [0, 3, 9], "42": 0, "attributeselect": [0, 3, 4, 5, 7, 9, 11], "method": [0, 3, 4, 5, 9, 10, 11], "like": [0, 1, 2, 3, 4, 6, 8, 9, 10], "apriori": [0, 3], "run": [0, 2, 3, 4, 5, 6, 7, 8, 9, 10], "9": [0, 3, 5, 6], "an": [0, 1, 3, 4, 6, 8, 9, 10, 11, 12], "version": [0, 2, 3, 5, 6, 7, 8, 9], "newer": 0, "than": [0, 1, 3, 9, 10], "also": [0, 1, 2, 3, 4, 6, 8, 9, 10], "offer": [0, 3, 4], "via": [0, 3, 4, 8, 9, 10], "There": 0, "sever": 0, "sub": [0, 3, 4], "about": [0, 4], "more": [0, 1, 2, 3, 4, 9], "contain": [0, 1, 2, 3, 4, 5, 7, 8, 9, 10], "specifi": [0, 2, 3, 4, 9, 10, 11, 12], "whether": [0, 3, 9, 10, 11, 12], "simpli": [0, 1, 2, 4, 8], "true": [0, 2, 3, 4, 8, 9, 10, 11, 12], "fals": [0, 3, 4, 9, 10, 12], "done": [0, 3], "f": [0, 3, 9], "text": [0, 3, 10], "json": [0, 4], "what": [0, 4, 8, 9], "store": [0, 3, 4, 9, 10, 11], "stdout": [0, 3, 4], "suppli": [0, 3, 9, 10], "refresh": [0, 10], "cach": [0, 6, 8, 10], "achiev": [0, 2, 3], "brief": 0, "full": [0, 3, 6, 10, 12], "type": [0, 3, 5, 8, 9, 10, 11, 12], "append": [0, 4, 5, 7, 9, 10], "pin": 0, "specif": [0, 3, 4, 10], "If": [0, 2, 3, 6, 8, 9, 10], "sure": [0, 6, 8, 9], "which": [0, 1, 2, 5, 8, 9, 10], "certain": 0, "part": [0, 9], "work": [0, 3, 5, 8, 10], "offici": [0, 3], "exact": [0, 3, 10], "match": [0, 3, 4, 9, 10], "exactli": 0, "substr": [0, 10], "origin": [1, 3, 9, 10, 11], "code": [1, 2, 3, 4, 5, 6, 8, 9, 10], "librari": [1, 3, 5, 6, 8], "shield": 1, "complic": 1, "java": [1, 3, 4, 5, 6, 9, 10], "nativ": 1, "interfac": [1, 3, 9, 10], "jni": 1, "requir": [1, 3, 4, 6, 8, 9, 10, 11], "commun": [1, 5], "object": [1, 3, 4, 9, 10, 11, 12], "virtual": [1, 5, 6, 8], "machin": [1, 5, 6], "after": [1, 6, 9, 10, 11], "migrat": 1, "javabridg": [1, 5], "jpype": [1, 5, 8, 9, 10], "longer": [1, 6], "case": [1, 3, 9, 10, 11, 12], "But": 1, "thank": [1, 3], "wrapper": [1, 5, 6, 8, 9, 10], "underli": [1, 2, 5, 8, 9, 10], "could": [1, 3], "chang": [1, 8], "without": [1, 3, 9], "affect": 1, "ani": [1, 2, 3, 4, 9, 10, 11], "written": 1, "long": [1, 6, 9, 10], "low": [1, 3], "level": [1, 3, 9, 10], "access": [1, 4, 5, 9, 10], "wa": [1, 3, 6, 9, 10, 12], "jwrapper": [1, 9, 10], "jclass": [1, 9, 10], "properti": [1, 4, 5, 9, 10, 11], "made": [1, 9], "look": [1, 2, 5, 10], "rather": [1, 3, 9], "jobject": [1, 9, 10], "sinc": [1, 2, 3, 9], "here": [1, 2, 3, 6, 8], "snippet": [1, 3, 4], "buildclassifi": 1, "classifi": [1, 2, 4, 5, 7, 8, 10, 11], "self": [1, 4, 10], "data": [1, 2, 4, 5, 9, 10, 11, 12], "note": [1, 6], "repres": [1, 9, 10], "we": [1, 2, 3, 6, 9], "want": [1, 2, 3, 4, 6, 9], "core": [1, 2, 3, 4, 5, 7, 8, 9], "instanc": [1, 3, 4, 5, 7, 9, 10, 11, 12], "surround": 1, "add": [1, 3, 4, 5, 6, 8, 9, 10, 11], "below": [1, 3, 4, 6], "makecopi": 1, "abstractclassifi": 1, "make": [1, 2, 6, 8, 9, 11], "copi": [1, 2, 3, 4, 9, 10, 11], "import": [1, 2, 3, 4, 8], "result": [1, 3, 8, 9, 10, 11, 12], "anoth": [1, 3], "typeconv": [1, 5, 7, 9], "modul": [1, 3, 5, 6, 7], "helper": [1, 9], "function": [1, 3, 5, 6, 9, 10], "convert": [1, 2, 3, 4, 5, 7, 9, 11, 12], "between": [1, 9, 10], "In": [2, 3, 6, 9, 10, 11], "order": [2, 3, 6, 9, 10], "reproduc": 2, "variou": [2, 6, 9], "hub": 2, "fracpet": [2, 3, 4, 6, 9], "pww3": [2, 6], "tag": [2, 9, 10], "unfamiliar": 2, "introduct": 2, "scientist": 2, "mine": 2, "co": 2, "nz": 2, "interact": [2, 8], "command": [2, 3, 4, 5, 6, 8, 9, 10], "u": [2, 6, 8], "id": [2, 9, 10], "1_cpu": 2, "instead": [2, 3, 4, 6, 9], "reinstal": [2, 8], "your": [2, 3, 4, 5, 6, 8], "each": [2, 9, 10, 12], "time": [2, 3, 9, 10], "up": [2, 4, 5, 6, 8, 9, 10, 11], "map": [2, 9], "local": [2, 3, 10], "home": [2, 3, 6, 10], "wekafil": [2, 3], "workspac": 2, "deprec": [2, 10], "15": [2, 9], "provid": [2, 3, 4, 5, 9, 10], "nvidia": 2, "delet": [2, 4, 9, 10], "cuda": 2, "10": [2, 3, 4, 9, 10, 12], "14_cuda10": 2, "main": [2, 5, 7, 9, 10], "hierarchi": 2, "directli": [2, 3, 6, 10], "anneal": [2, 3], "our": 2, "current": [2, 3, 4, 9, 10, 11], "pwd": 2, "do": [2, 3, 6, 8, 10], "someth": [2, 4], "rm": 2, "flexibl": 2, "complex": [2, 4, 9], "oper": [2, 4, 5, 6, 7, 9, 10, 12], "would": [2, 6, 9], "normal": [2, 5, 6, 7, 9, 10], "fall": 2, "back": [2, 6, 8, 10], "abov": [2, 4, 6], "translat": 2, "save": [2, 3, 5, 7, 9, 10, 12], "py": [2, 6], "load_any_fil": [2, 3, 9, 10], "class_index": [2, 3, 4, 9, 10, 12], "cl": [2, 3, 9, 10], "evl": [2, 3, 12], "crossvalidate_model": [2, 3, 5, 7, 9], "print": [2, 4, 5, 8, 9, 10], "summari": [2, 3, 4, 5, 7, 9, 10, 11], "python3": [2, 5, 6, 8], "when": [2, 3, 4, 6, 8, 9, 10], "build": [2, 4, 5, 6, 8, 9, 12], "reli": [2, 3], "creat": [2, 4, 5, 6, 9, 10, 11, 12], "littl": 2, "them": [2, 3, 4, 5, 6], "just": [2, 3, 4, 8, 9, 10, 11], "content": [2, 7, 9], "install_packag": [2, 3, 9, 10], "selforganizingmap": 2, "A": [2, 3, 4, 8, 9], "minim": 2, "dockerfil": 2, "14": 2, "pkg": 2, "test_packag": 2, "cluster": [2, 4, 5, 7, 11], "list": [2, 4, 5, 6, 9, 10, 12], "item": [2, 3, 4, 5, 7, 9], "installed_packag": [2, 3, 9, 10], "url": [2, 3, 9, 10], "instanti": [2, 3, 10], "to_commandlin": [2, 3, 9, 10], "To": [2, 8], "latest": [2, 3, 6, 8, 9, 10], "debug": [2, 3, 10], "bundl": [2, 10], "maxheaps": 2, "default": [2, 3, 6, 10, 12], "enabl": [2, 8, 9, 10], "http": [2, 3, 4, 6, 8, 9, 10, 12], "prdownload": 2, "sourceforg": 2, "net": 2, "wekann": 2, "selforganizingmap1": 2, "zip": [2, 3, 10], "download": [2, 3, 6], "2000": 2, "1000": 2, "w": 2, "meant": 3, "sequenc": [3, 4], "thei": [3, 4, 6, 9], "previou": [3, 4, 9], "step": [3, 4, 6, 8, 9, 10], "present": [3, 4, 9, 11], "check": [3, 4, 6, 9, 10, 11], "repositori": [3, 6, 10], "github": [3, 4, 6, 9], "com": [3, 4, 6, 9], "variabl": [3, 4, 6, 8, 9, 10], "instal": [3, 5, 8, 9, 10], "system_cp": [3, 10], "two": [3, 9, 10, 12], "altern": [3, 10], "weka_hom": 3, "latter": 3, "shown": 3, "somwher": 3, "els": [3, 4], "increas": [3, 9], "reserv": [3, 10], "max_heap_s": [3, 10], "system": [3, 6, 8, 9, 10], "system_info": [3, 10], "kei": [3, 9, 10, 11, 12], "pair": [3, 9, 10], "systeminfo": [3, 10], "info": [3, 4, 10, 11, 12], "runtim": [3, 6], "openjdk": [3, 5, 6], "awt": 3, "headless": [3, 6, 8], "vm": 3, "compressedoopsmod": 3, "zero": 3, "11": [3, 5, 6], "assum": [3, 4, 9, 10], "data_dir": 3, "loader": [3, 4, 9, 10], "arffload": [3, 4, 10], "load_fil": [3, 9, 10], "class_is_last": [3, 9, 10], "ha": [3, 5, 6, 8, 9, 10], "conveni": [3, 10], "determin": [3, 4, 9, 10, 12], "extens": [3, 10, 12], "It": [3, 4, 9], "possibl": [3, 8, 9], "string": [3, 4, 9, 10, 11, 12], "first": [3, 6, 9, 10], "third": [3, 10], "get": [3, 4, 5, 6, 8, 9, 10, 11], "interpret": [3, 9, 10], "structur": [3, 4, 9, 10, 12], "its": [3, 4, 6, 9], "onc": [3, 6, 8, 10], "row": [3, 5, 7, 9, 10], "num_att": [3, 11], "create_numer": [3, 9, 10], "date_att": 3, "create_d": [3, 9, 10], "dat": 3, "yyyi": [3, 9, 10], "mm": [3, 9, 10], "dd": [3, 9, 10], "nom_att": 3, "create_nomin": [3, 9, 10], "nom": 3, "label1": 3, "label2": 3, "create_inst": [3, 9, 10], "helloworld": 3, "1415926": 3, "parse_d": [3, 9, 10], "2014": 3, "04": [3, 9], "inst": [3, 9, 10, 11], "add_inst": [3, 9, 10], "71828": 3, "08": 3, "09": 3, "missing_valu": [3, 9, 10], "easili": 3, "construct": 3, "approach": [3, 9], "custom": [3, 4, 9, 10], "column": [3, 5, 7, 9, 10, 12], "cols_x": [3, 10], "col_i": [3, 10], "create_instances_from_list": [3, 9, 10], "randint": 3, "pure": 3, "numer": [3, 4, 9, 10, 12], "_": 3, "y": [3, 5, 7, 9, 10, 12], "mix": 3, "xxx": 3, "integ": [3, 4, 9, 10], "float": [3, 9, 10, 12], "wai": 3, "numpi": [3, 6, 9, 10], "arrai": [3, 9, 10, 12], "obtain": [3, 4, 10, 11, 12], "panda": 3, "frame": 3, "create_instances_from_matric": [3, 9, 10], "np": [3, 9, 10], "randn": 3, "dtype": 3, "s20": 3, "i4": 3, "f8": 3, "transform": [3, 5, 7, 9], "usual": 3, "occur": [3, 9], "appli": [3, 4, 9, 10], "see": [3, 4, 6, 8, 9, 10], "section": [3, 6, 10], "howev": [3, 6], "quit": [3, 4, 10], "often": [3, 9], "quickli": 3, "colunm": 3, "purpos": 3, "under": [3, 9, 10, 12], "hood": [3, 10], "actual": [3, 4, 5, 7, 9, 11], "attribute_nam": [3, 9, 10], "num_inst": [3, 5, 7, 9, 10], "col_nam": [3, 10], "sepallength": 3, "sepalwidth": 3, "petallength": 3, "petalwidth": 3, "indic": [3, 9, 10, 12], "col_rang": [3, 10], "row_rang": [3, 10], "51": 3, "150": 3, "invert": [3, 9, 10], "col": [3, 9, 10], "keep": [3, 8, 10], "relat": [3, 4, 10, 11], "invert_col": [3, 10], "invert_row": [3, 10], "keep_relationam": [3, 10], "05": 3, "make_data": [3, 5, 7, 9], "outputfil": 3, "Or": 3, "api": [3, 8, 9], "dataset_format": [3, 5, 7, 9], "define_data_format": [3, 5, 7, 9], "single_mode_flag": [3, 5, 7, 9], "num_examples_act": [3, 5, 7, 9], "generate_exampl": [3, 5, 7, 9], "allow": [3, 4, 5, 10, 11], "vote": 3, "inputformat": [3, 5, 7, 9], "implement": [3, 4, 9, 10], "to_help": [3, 9, 10], "globalinfo": [3, 10], "listopt": 3, "deriv": [3, 4, 9, 10], "depend": [3, 6, 8, 9, 10], "mai": [3, 8, 9], "alreadi": [3, 10], "shortcut": 3, "through": [3, 4, 6, 9, 11], "constructor": [3, 4, 10], "return": [3, 4, 9, 10, 11, 12], "explor": 3, "doe": [3, 4, 5, 9, 10, 11], "setup": [3, 4, 5, 7, 9, 10, 11], "clipboard": 3, "line": [3, 4, 5, 9, 10, 11, 12], "lot": 3, "revers": 3, "from_commandlin": [3, 9, 10], "cmdline": [3, 10], "smo": [3, 9, 10], "supportvector": 3, "normalizedpolykernel": 3, "build_classifi": [3, 5, 7, 9], "enumer": [3, 10], "pred": [3, 9], "classify_inst": [3, 5, 7, 9], "dist": 3, "distribution_for_inst": [3, 5, 7, 9], "str": [3, 9, 10, 11, 12], "label": [3, 5, 7, 9, 10, 11, 12], "distribut": [3, 5, 7, 9, 10, 11], "plot": [3, 4, 5, 6, 7, 8, 9, 11], "nb": [3, 9], "pygraphviz": [3, 5, 6, 8], "pil": [3, 5, 6, 8], "plot_dot_graph": [3, 9, 12], "iris_inc": 3, "bay": 3, "naivebayesupdat": 3, "update_classifi": [3, 5, 7, 9], "diabet": 3, "naivebay": 3, "filteredclassifi": [3, 5, 7, 9], "fc": 3, "percent_correct": [3, 5, 7, 9, 12], "class_detail": [3, 5, 7, 9], "plcl": 3, "matplotlib": [3, 5, 6, 8, 12], "plot_roc": [3, 9, 12], "wait": [3, 4, 12], "predictionoutput": [3, 5, 7, 9], "kernelclassifi": [3, 5, 7, 9], "kernel": [3, 5, 7, 9], "bolt": 3, "smoreg": 3, "rbfkernel": 3, "pout": 3, "plaintext": [3, 9], "buffer_cont": [3, 5, 7, 9], "plot_classifier_error": [3, 9, 12], "both": [3, 9], "bean": [3, 10], "path": [3, 6, 8, 9, 10], "consist": [3, 6], "list_property_nam": [3, 9, 10], "gamma": 3, "grid": [3, 9], "sampl": 3, "100": [3, 10, 12], "travers": 3, "wise": [3, 10], "slot": 3, "cc": 3, "min": [3, 4, 9, 10], "express": [3, 4, 9, 10], "pow": 3, "nbest": 3, "best": [3, 5, 7, 9], "must": [3, 9, 10, 11], "listparamet": [3, 9, 10], "mathparamet": [3, 9, 10], "multi": [3, 9, 10], "mparam": 3, "prop": [3, 9, 10], "minimum": [3, 9, 10], "lparam": 3, "previous": 3, "delete_last_attribut": [3, 9, 10], "build_cluster": [3, 5, 7, 9], "built": [3, 4, 9, 10, 12], "cluster_inst": [3, 5, 7, 9], "membership": 3, "build_associ": [3, 5, 7, 9], "attribute_select": [3, 5, 7], "assearch": [3, 5, 7, 9], "asevalu": [3, 5, 7, 9], "select_attribut": [3, 5, 7, 9], "number_attributes_select": [3, 5, 7, 9], "selected_attribut": [3, 5, 7, 9], "results_str": [3, 5, 7, 9], "meta": [3, 9, 10], "scheme": [3, 4, 9, 11], "attributeselectedclassifi": [3, 5, 7, 9], "With": [3, 4], "timeseriesforecast": 3, "forecast": [3, 5, 7, 9], "airline_data": 3, "airlin": 3, "airline_train": 3, "airline_test": 3, "train_test_split": [3, 9, 10], "90": 3, "configur": [3, 4, 6, 8, 9, 10], "wekaforecast": [3, 5, 7, 9], "fields_to_forecast": [3, 5, 7, 9], "passenger_numb": 3, "base_forecast": [3, 5, 7, 9], "linearregress": 3, "build_forecast": [3, 5, 7, 9], "prime": [3, 9], "num_prime_inst": 3, "12": [3, 6, 10], "airline_prim": 3, "copy_inst": [3, 9, 10], "prime_forecast": [3, 5, 7, 9], "num_future_forecast": 3, "get_inst": [3, 9, 10], "get_valu": [3, 9, 10], "de": [3, 10], "again": [3, 6, 8], "disk": [3, 4, 9, 10, 11], "classifier2": 3, "deseri": [3, 5, 7, 9, 10], "header": [3, 5, 6, 7, 8, 9, 10, 11], "compat": [3, 9, 10], "data2": 3, "deseriali": 3, "task": [3, 4], "serialization_writ": [3, 9, 10], "serialization_write_al": [3, 9, 10], "obj1": 3, "obj2": 3, "serialization_read": [3, 9, 10], "serialization_read_al": [3, 9, 10], "experiment": 3, "rule": [3, 9], "zeror": [3, 9], "reptre": 3, "exp": 3, "simplecrossvalidationexperi": [3, 5, 7, 9], "loader_for_fil": [3, 9, 10], "tester": [3, 5, 7, 9], "resultmatrix": [3, 5, 7, 9, 12], "resultmatrixplaintext": [3, 9], "pairedcorrectedttest": [3, 9], "comparison_col": 3, "attribute_by_nam": [3, 9, 10], "multi_resultset_ful": [3, 5, 7, 9], "simplerandomsplitexperi": [3, 5, 7, 9], "class_for_ir_statist": [3, 9], "comput": [3, 4, 9, 10], "ir": 3, "auc": [3, 9, 12], "attribute_id": [3, 9], "identifi": [3, 9], "pred_target_column": [3, 9], "ground": 3, "truth": 3, "separ": [3, 4, 8, 10], "calcul": [3, 9, 10, 12], "confus": [3, 9, 10], "afterward": 3, "And": [3, 8], "split": [3, 9, 10], "bodyfat": 3, "outfil": [3, 4, 12], "later": [3, 5, 6, 9], "analysi": [3, 9], "percentag": [3, 9, 10, 12], "66": [3, 9], "6": [3, 5, 9], "preserve_ord": [3, 9], "correlation_coeffici": [3, 5, 7, 9], "swap": [3, 9, 12], "therefor": 3, "compar": [3, 9, 10], "swap_rows_and_col": [3, 5, 7, 9], "javaobject": [3, 9, 10, 11], "etc": [3, 9], "so": [3, 8, 9, 10], "shorten": 3, "fail": [3, 4, 8, 10], "except": [3, 10, 11], "multipl": [3, 9, 12], "discret": 3, "supervis": [3, 9], "found": [3, 8, 9, 10], "uninstal": [3, 10], "all_packag": [3, 9, 10], "clope": 3, "uninstall_packag": [3, 9, 10], "unoffici": [3, 10], "success": [3, 9, 10, 11], "funki": 3, "server": [3, 8], "detail": [3, 8, 9, 10], "flag": [3, 10], "receiv": [3, 4, 9, 12], "dictionari": [3, 4, 9, 10, 11, 12], "simpl": [3, 4, 9, 12], "boolean": [3, 10], "from_repo": [3, 10], "repo": [3, 10], "archiv": 3, "dure": [3, 6, 9], "install_messag": [3, 10], "maintain": 3, "successfulli": [3, 10], "Of": 3, "cours": [3, 9], "go": [3, 9], "cool": 3, "fanci": 3, "fail_fast": [3, 10], "control": [3, 5], "process": [3, 4, 5, 9, 10, 11], "soon": 3, "try": [3, 8], "includ": [3, 6, 9, 10, 12], "script": [3, 4, 6], "sy": [3, 9, 10], "install_missing_packag": [3, 9, 10], "miss": [3, 9, 10], "consol": [3, 4, 10], "stop_jvm_and_exit": [3, 10], "restart": [3, 6, 10], "left": 3, "exit_requir": [3, 10], "suggest": [3, 9, 10], "rbfclassifi": 3, "suggest_packag": [3, 9, 10], "ft": 3, "j48graft": 3, "jdbc": 3, "connect": [3, 4, 10], "veri": [3, 4], "easi": [3, 4], "sql": [3, 4, 10], "3rd": 3, "parti": 3, "need": [3, 6, 8, 10], "driver": 3, "mysql": 3, "connector": 3, "z": 3, "bin": [3, 6, 8], "class_path": [3, 10], "host": 3, "dbserver": 3, "mydb": 3, "me": 3, "password": [3, 9, 10], "verysecret": 3, "tabl": [3, 9, 12], "lotsadata": 3, "instancequeri": [3, 9, 10], "iqueri": 3, "db_url": [3, 9, 10], "3306": 3, "queri": [3, 4, 9, 10], "retrieve_inst": [3, 9, 10], "compon": 4, "knowledgeflow": 4, "were": [4, 9], "inspir": 4, "adam": 4, "workflow": 4, "engin": 4, "aim": 4, "autom": 4, "link": [4, 5], "explicit": [4, 9], "implicitli": 4, "four": 4, "differ": [4, 9, 11], "kind": 4, "gener": [4, 5, 6, 9, 10, 11, 12], "consum": 4, "filter": [4, 5, 7, 10, 11], "displai": [4, 5, 8, 11, 12], "write": [4, 10, 11], "pass": [4, 10, 11], "around": [4, 5, 10], "branch": 4, "being": [4, 6, 9, 10, 12], "token": [4, 5, 7, 9, 11], "due": [4, 8], "limit": [4, 8, 9, 10], "intern": [4, 9, 10, 11, 12], "storag": [4, 11], "special": [4, 9], "updat": [4, 9, 11, 12], "find": [4, 9, 10], "paramet": [4, 5, 7, 8, 9, 10, 11, 12], "config": [4, 6, 11], "print_help": 4, "descript": [4, 5, 7, 9, 10, 11], "generate_help": 4, "layout": 4, "myflow": 4, "restor": [4, 10], "represent": [4, 9, 10], "typic": [4, 9], "describ": [4, 6, 9, 10, 11], "error": [4, 5, 7, 8, 9, 10, 11, 12], "none": [4, 9, 10, 11, 12], "otherwis": [4, 6, 9, 10, 11], "wrapup": [4, 9, 11], "finish": [4, 9, 11], "cleanup": 4, "destruct": 4, "free": [4, 9], "memori": [4, 9], "combinestorag": 4, "expand": [4, 10], "artifici": [4, 9, 11], "filesuppli": 4, "predefin": [4, 10], "forloop": 4, "loop": 4, "getstoragevalu": 4, "listfil": 4, "loaddatabas": [4, 9, 11], "load": [4, 5, 7, 9, 10, 11], "databas": [4, 5, 7, 9, 11], "dummi": 4, "trigger": [4, 11], "stringconst": 4, "attribut": [4, 5, 7, 9, 10, 11, 12], "select": [4, 5, 6, 9, 10, 11], "attributeselectioncontain": [4, 9, 11], "classselector": [4, 9, 11], "unset": [4, 10, 11], "deep": [4, 10, 11], "serializ": [4, 10, 11], "crossvalid": [4, 5, 7, 9, 11], "deletefil": 4, "regular": [4, 6], "deletestoragevalu": 4, "evaluati": 4, "evaluationsummari": [4, 9, 11], "initstoragevalu": 4, "initi": [4, 5, 7, 9, 10], "loaddataset": [4, 9, 11], "either": [4, 9, 10, 11], "mathexpress": 4, "modelread": [4, 9, 11], "read": [4, 10, 11], "modelcontain": [4, 9, 11], "passthrough": 4, "predict": [4, 5, 7, 9, 11, 12], "serial": [4, 5, 7, 9, 11], "incom": [4, 11], "renamerel": [4, 9, 11], "setstoragevalu": [4, 9, 11], "payload": [4, 11], "associ": [4, 5, 7, 10, 11], "updatestoragevalu": 4, "increment": [4, 5, 9, 10, 12], "counter": 4, "classifiererror": [4, 9, 11], "dumpfil": 4, "instancedump": [4, 9, 11], "dump": [4, 11], "lineplot": [4, 9, 11], "matrixplot": [4, 9, 11], "modelwrit": [4, 9, 11], "null": [4, 9, 10], "swallow": 4, "dev": [4, 6, 8], "prc": [4, 9, 11, 12], "precis": [4, 5, 7, 9, 12], "recal": [4, 5, 7, 9, 12], "curv": [4, 9, 11, 12], "roc": [4, 5, 9, 11, 12], "curver": 4, "containervaluepick": 4, "extract": 4, "outermost": 4, "handl": [4, 5, 9, 10], "sequenti": 4, "next": [4, 9, 10, 11], "tee": 4, "off": [4, 9], "befor": [4, 9, 10], "continu": 4, "condit": [4, 10], "whenev": 4, "conjunct": [4, 10], "anytocommandlin": [4, 9, 11], "commandlinetoani": [4, 9, 11], "project": [4, 5, 8], "locat": [4, 5, 9, 10, 12], "src": 4, "wekaexampl": 4, "cv": 4, "seqsum": 4, "titl": [4, 9, 10, 12], "seqerr": 4, "seqroc": 4, "seqprc": 4, "msg": 4, "25": 4, "prefix": [4, 6, 10, 12], "absolut": [4, 9, 12], "choos": 4, "superclass": [4, 10], "suppos": 4, "new": [4, 9, 10], "def": 4, "__init__": 4, "fix_config": [4, 9, 11], "ensur": 4, "quickinfo": [4, 9, 11], "overrid": [4, 12], "exist": [4, 9, 10], "everyth": 4, "ok": 4, "forget": [4, 6], "super": 4, "check_input": [4, 9, 11], "happen": 4, "do_execut": [4, 9, 11], "wrap": [4, 10], "_output": 4, "within": [5, 6, 8, 9, 10], "shut": 5, "down": 5, "thin": 5, "basic": [5, 10], "non": [5, 9], "gui": [5, 8], "packag": [5, 6, 7, 8], "homepag": 5, "question": 5, "post": [5, 8, 9], "googl": [5, 6], "group": [5, 6], "lxml": [5, 6], "prerequisit": 5, "featur": 5, "ubuntu": 5, "debian": 5, "fedora": 5, "cento": 5, "redhat": 5, "colab": 5, "mac": 5, "osx": 5, "anaconda": 5, "sourc": [5, 7, 9, 10], "docker": 5, "imag": [5, 6, 8], "troubleshoot": 5, "manual": 5, "matric": 5, "subset": [5, 9, 10], "optionhandl": [5, 9, 10], "draw": 5, "regressor": 5, "optim": 5, "gridsearch": [5, 7, 9], "multisearch": [5, 7, 9, 10], "timeseri": [5, 7], "experi": [5, 7, 10], "partial": [5, 10], "manag": [5, 6, 9], "develop": [5, 6], "convers": [5, 7, 9], "flow": [5, 7, 9], "overview": 5, "life": 5, "cycl": 5, "sink": [5, 7, 9], "actor": [5, 11], "extend": 5, "subpackag": [5, 7], "capabl": [5, 7, 9], "distanc": [5, 7, 9], "stemmer": [5, 7, 9], "stopword": [5, 7, 9], "util": [5, 7, 9], "associationrul": [5, 7, 9], "consequ": [5, 7, 9], "consequence_support": [5, 7, 9], "metric_nam": [5, 7, 9], "metric_valu": [5, 7, 9], "premis": [5, 7, 9], "premise_support": [5, 7, 9], "primary_metric_nam": [5, 7, 9], "primary_metric_valu": [5, 7, 9], "to_dict": [5, 7, 9, 10], "total_support": [5, 7, 9], "total_transact": [5, 7, 9], "produc": [5, 7, 9], "associationrulesiter": [5, 7, 9], "association_rul": [5, 7, 9], "can_produce_rul": [5, 7, 9], "make_copi": [5, 7, 9], "rule_metric_nam": [5, 7, 9], "comparison": [5, 7, 9], "decrease_frequ": [5, 7, 9], "frequenc": [5, 7, 9], "increase_frequ": [5, 7, 9], "item_valu": [5, 7, 9], "sys_main": [5, 7, 9, 10], "build_evalu": [5, 7, 9], "convert_inst": [5, 7, 9], "post_process": [5, 7, 9], "transformed_data": [5, 7, 9], "transformed_head": [5, 7, 9], "cv_result": [5, 7, 9], "rank_result": [5, 7, 9], "ranked_attribut": [5, 7, 9], "rank": [5, 7, 9], "reduce_dimension": [5, 7, 9], "select_attributes_cv_split": [5, 7, 9], "subset_result": [5, 7, 9], "additional_measur": [5, 7, 9], "batch_siz": [5, 7, 9], "distributions_for_inst": [5, 7, 9], "graph_typ": [5, 7, 9], "has_efficient_batch_predict": [5, 7, 9], "to_sourc": [5, 7, 9], "apply_cost_matrix": [5, 7, 9], "expected_cost": [5, 7, 9], "get_cel": [5, 7, 9], "get_el": [5, 7, 9], "get_max_cost": [5, 7, 9], "num_column": [5, 7, 9], "num_row": [5, 7, 9, 10], "parse_matlab": [5, 7, 9], "set_cel": [5, 7, 9], "set_el": [5, 7, 9], "to_matlab": [5, 7, 9], "area_under_prc": [5, 7, 9], "area_under_roc": [5, 7, 9], "avg_cost": [5, 7, 9], "class_prior": [5, 7, 9], "confusion_matrix": [5, 7, 9], "correct": [5, 7, 9], "coverage_of_test_cases_by_predicted_region": [5, 7, 9], "cumulative_margin_distribut": [5, 7, 9], "discard_predict": [5, 7, 9], "error_r": [5, 7, 9], "evaluate_model": [5, 7, 9], "evaluate_train_test_split": [5, 7, 9], "f_measur": [5, 7, 9], "false_negative_r": [5, 7, 9], "false_positive_r": [5, 7, 9], "incorrect": [5, 7, 9], "kappa": [5, 7, 9], "kb_inform": [5, 7, 9], "kb_mean_inform": [5, 7, 9], "kb_relative_inform": [5, 7, 9], "matthews_correlation_coeffici": [5, 7, 9], "mean_absolute_error": [5, 7, 9], "mean_prior_absolute_error": [5, 7, 9], "num_false_neg": [5, 7, 9], "num_false_posit": [5, 7, 9], "num_true_neg": [5, 7, 9], "num_true_posit": [5, 7, 9], "percent_incorrect": [5, 7, 9], "percent_unclassifi": [5, 7, 9], "relative_absolute_error": [5, 7, 9], "root_mean_prior_squared_error": [5, 7, 9], "root_mean_squared_error": [5, 7, 9], "root_relative_squared_error": [5, 7, 9], "sf_entropy_gain": [5, 7, 9], "sf_mean_entropy_gain": [5, 7, 9], "sf_mean_prior_entropi": [5, 7, 9], "sf_mean_scheme_entropi": [5, 7, 9], "sf_prior_entropi": [5, 7, 9], "sf_scheme_entropi": [5, 7, 9], "size_of_predicted_region": [5, 7, 9], "test_model": [5, 7, 9], "test_model_onc": [5, 7, 9], "total_cost": [5, 7, 9], "true_negative_r": [5, 7, 9], "true_positive_r": [5, 7, 9], "unclassifi": [5, 7, 9], "unweighted_macro_f_measur": [5, 7, 9], "unweighted_micro_f_measur": [5, 7, 9], "weighted_area_under_prc": [5, 7, 9], "weighted_area_under_roc": [5, 7, 9], "weighted_f_measur": [5, 7, 9], "weighted_false_negative_r": [5, 7, 9], "weighted_false_positive_r": [5, 7, 9], "weighted_matthews_correl": [5, 7, 9], "weighted_precis": [5, 7, 9], "weighted_recal": [5, 7, 9], "weighted_true_negative_r": [5, 7, 9], "weighted_true_positive_r": [5, 7, 9], "check_for_modified_class_attribut": [5, 7, 9], "build_kernel": [5, 7, 9], "checks_turned_off": [5, 7, 9], "clean": [5, 7, 9], "eval": [5, 7, 9], "multipleclassifierscombin": [5, 7, 9], "clear": [5, 7, 9], "nominalpredict": [5, 7, 9], "margin": [5, 7, 9], "numericpredict": [5, 7, 9], "prediction_interv": [5, 7, 9], "weight": [5, 7, 9, 10], "print_al": [5, 7, 9], "print_classif": [5, 7, 9], "print_foot": [5, 7, 9], "print_head": [5, 7, 9], "singleclassifierenhanc": [5, 7, 9], "predictions_to_inst": [5, 7, 9], "clusterevalu": [5, 7, 9, 11, 12], "classes_to_clust": [5, 7, 9], "cluster_assign": [5, 7, 9], "cluster_result": [5, 7, 9], "evaluate_cluster": [5, 7, 9], "log_likelihood": [5, 7, 9], "num_clust": [5, 7, 9], "set_model": [5, 7, 9], "number_of_clust": [5, 7, 9], "update_cluster": [5, 7, 9], "update_finish": [5, 7, 9], "filteredcluster": [5, 7, 9], "singleclustererenhanc": [5, 7, 9], "avg_silhouette_coeffici": [5, 7, 9], "generate_finish": [5, 7, 9], "generate_start": [5, 7, 9], "averag": [5, 7, 9, 10], "get_col_nam": [5, 7, 9], "get_mean": [5, 7, 9], "get_row_nam": [5, 7, 9], "get_stdev": [5, 7, 9], "hide_col": [5, 7, 9], "hide_row": [5, 7, 9], "is_col_hidden": [5, 7, 9], "is_row_hidden": [5, 7, 9], "set_col_nam": [5, 7, 9], "set_mean": [5, 7, 9], "set_row_nam": [5, 7, 9], "set_stdev": [5, 7, 9], "show_col": [5, 7, 9], "show_row": [5, 7, 9], "to_string_head": [5, 7, 9], "to_string_kei": [5, 7, 9], "to_string_matrix": [5, 7, 9], "to_string_rank": [5, 7, 9], "to_string_summari": [5, 7, 9], "configure_resultproduc": [5, 7, 9], "simpleexperi": [5, 7, 9], "configure_splitevalu": [5, 7, 9], "dataset_column": [5, 7, 9], "fold_column": [5, 7, 9], "init_column": [5, 7, 9], "multi_resultset_rank": [5, 7, 9], "multi_resultset_summari": [5, 7, 9], "result_column": [5, 7, 9], "run_column": [5, 7, 9], "batch_finish": [5, 7, 9], "outputformat": [5, 7, 9], "multifilt": [5, 7, 9], "stringtowordvector": [5, 7, 9], "confidenceintervalforecast": [5, 7, 9], "calculate_conf_intervals_for_forecast": [5, 7, 9], "confidence_level": [5, 7, 9], "is_producing_confidence_interv": [5, 7, 9], "customperiodictest": [5, 7, 9], "lower_test": [5, 7, 9], "upper_test": [5, 7, 9], "errormodul": [5, 7, 9], "counts_for_target": [5, 7, 9], "errors_for_target": [5, 7, 9], "predictions_for_all_target": [5, 7, 9], "predictions_for_target": [5, 7, 9], "incrementallyprim": [5, 7, 9], "prime_forecaster_increment": [5, 7, 9], "overlayforecast": [5, 7, 9], "forecast_with_overlai": [5, 7, 9], "is_using_overlay_data": [5, 7, 9], "overlay_field": [5, 7, 9], "period": [5, 7, 9], "periodicityhandl": [5, 7, 9], "delta_tim": [5, 7, 9], "tsevalmodul": [5, 7, 9], "calculate_measur": [5, 7, 9], "definit": [5, 7, 9], "eval_nam": [5, 7, 9], "evaluate_for_inst": [5, 7, 9], "module_list": [5, 7, 9], "reset": [5, 7, 9, 11], "target_field": [5, 7, 9], "tsevalu": [5, 7, 9], "evaluate_forecast": [5, 7, 9], "evaluate_on_test_data": [5, 7, 9], "evaluate_on_training_data": [5, 7, 9], "evaluation_modul": [5, 7, 9], "forecast_futur": [5, 7, 9], "horizon": [5, 7, 9], "predictions_for_test_data": [5, 7, 9], "predictions_for_training_data": [5, 7, 9], "prime_for_test_data_with_test_data": [5, 7, 9], "prime_window_s": [5, 7, 9], "print_future_forecast_on_test_data": [5, 7, 9], "print_future_forecast_on_training_data": [5, 7, 9], "print_predictions_for_test_data": [5, 7, 9], "print_predictions_for_training_data": [5, 7, 9], "rebuild_model_after_each_test_forecast_step": [5, 7, 9], "test_data": [5, 7, 9], "training_data": [5, 7, 9], "tsforecast": [5, 7, 9], "algorithm_nam": [5, 7, 9], "base_model_has_seri": [5, 7, 9], "clear_previous_st": [5, 7, 9], "load_base_model": [5, 7, 9], "load_serialized_st": [5, 7, 9], "previous_st": [5, 7, 9], "run_forecast": [5, 7, 9], "save_base_model": [5, 7, 9], "serialize_st": [5, 7, 9], "uses_st": [5, 7, 9], "tslagmak": [5, 7, 9], "add_am_ind": [5, 7, 9], "add_custom_period": [5, 7, 9], "add_day_of_month": [5, 7, 9], "add_day_of_week": [5, 7, 9], "add_month_of_year": [5, 7, 9], "add_num_days_in_month": [5, 7, 9], "add_quarter_of_year": [5, 7, 9], "add_weekend_ind": [5, 7, 9], "adjust_for_trend": [5, 7, 9], "adjust_for_vari": [5, 7, 9], "artificial_time_start_valu": [5, 7, 9], "average_consecutive_long_lag": [5, 7, 9], "average_lags_aft": [5, 7, 9], "clear_custom_period": [5, 7, 9], "clear_lag_histori": [5, 7, 9], "create_time_lag_cross_product": [5, 7, 9], "current_timestamp_valu": [5, 7, 9], "fields_to_lag": [5, 7, 9], "fields_to_lag_as_str": [5, 7, 9], "include_powers_of_tim": [5, 7, 9], "include_timelag_product": [5, 7, 9], "increment_artificial_time_valu": [5, 7, 9], "is_using_artificial_time_index": [5, 7, 9], "lag_rang": [5, 7, 9], "max_lag": [5, 7, 9], "min_lag": [5, 7, 9], "num_consecutive_long_lags_to_averag": [5, 7, 9], "primary_periodic_field_nam": [5, 7, 9], "remove_leading_instances_with_unknown_lag_valu": [5, 7, 9], "skip_entri": [5, 7, 9], "timestamp_field": [5, 7, 9], "tslagus": [5, 7, 9], "tslag_mak": [5, 7, 9], "testpart": [5, 7, 9], "dai": [5, 7, 9], "day_of_month": [5, 7, 9], "day_of_week": [5, 7, 9], "day_of_year": [5, 7, 9], "hour_of_dai": [5, 7, 9], "is_upp": [5, 7, 9], "minute_of_hour": [5, 7, 9], "month": [5, 7, 9], "week_of_month": [5, 7, 9], "week_of_year": [5, 7, 9], "year": [5, 7, 9], "should": [6, 9, 10], "wide": [6, 10], "instruct": 6, "avoid": 6, "interf": 6, "upgrad": [6, 8], "encount": [6, 10], "problem": 6, "submit": 6, "improv": 6, "pleas": 6, "mail": 6, "forum": 6, "kit": 6, "jdk": 6, "8": [6, 8], "java_hom": 6, "point": [6, 9, 11, 12], "past": 6, "recommend": [6, 9], "against": [6, 9, 10, 12], "oracl": 6, "public": [6, 9], "matur": 6, "enough": 6, "now": 6, "person": 6, "term": [6, 10], "omit": 6, "suffix": 6, "abl": [6, 9], "compil": [6, 8], "sudo": [6, 8], "apt": [6, 8], "essenti": 6, "pip": [6, 8], "venv": [6, 8], "necessari": [6, 9, 10, 11], "graphic": [6, 11], "libgraphviz": 6, "final": 6, "activ": [6, 8], "setuptool": [6, 8], "wheel": 6, "becom": 6, "superus": 6, "su": 6, "older": 6, "un": [6, 10], "tar": 6, "opt": 6, "23": 6, "mode": [6, 10, 12], "export": [6, 8], "might": [6, 9], "profil": 6, "rough": 6, "devel": 6, "bootstrap": 6, "pypa": 6, "io": [6, 8], "tool": 6, "yum": 6, "groupinstal": 6, "shouldn": [6, 9], "switch": 6, "By": 6, "Then": 6, "prefer": 6, "mark": 6, "pip3": [6, 8], "graphviz": [6, 8, 12], "been": [6, 9, 10], "won": 6, "brew": 6, "dir": [6, 8], "global": [6, 9], "build_ext": 6, "lib": [6, 8, 10], "bit": 6, "32": 6, "64": 6, "jdk_home": 6, "conda": 6, "forg": 6, "pillow": 6, "visual": 6, "desktop": [6, 8], "ex": [6, 8], "python312": 6, "program": [6, 8], "binari": [6, 8], "open": [6, 8], "prompt": 6, "ic": 6, "lc": 6, "fix": [6, 8, 9, 11], "git": 6, "q": 8, "cannot": 8, "why": 8, "That": 8, "unfortun": [8, 9], "readthedoc": 8, "en": 8, "html": [8, 9, 12], "shutdownjvm": 8, "importerror": 8, "find_namespace_packag": 8, "seem": 8, "old": [8, 10], "On": 8, "gconf": 8, "contact": 8, "caus": 8, "tcp": 8, "ip": 8, "network": 8, "orbit": 8, "stale": 8, "nf": 8, "lock": 8, "crash": 8, "gnome": 8, "org": [8, 12], "Not": [8, 10], "session": 8, "accord": [8, 10], "dbus_session_bus_address": 8, "dbu": 8, "0700": 8, "permiss": 8, "mask": 8, "glib": 8, "gio": 8, "schema": 8, "proxi": 8, "gset": 8, "dep": 8, "ln": 8, "usr": 8, "unam": 8, "gnu": 8, "libfreetyp": 8, "libjpeg": 8, "libz": 8, "tkinter": 8, "tk": 8, "forc": 8, "shell": 8, "undefin": 8, "symbol": 8, "agundirect": 8, "outlin": 8, "succe": 8, "freetyp": 8, "png": 8, "valueerror": 8, "dot": [8, 10, 12], "x86": 8, "graphviz2": 8, "38": 8, "log": [8, 9, 10], "take": [8, 9, 10], "effect": [8, 10], "utf": [8, 10], "encod": 8, "runweka": 8, "ini": 8, "pick": 8, "_java_opt": 8, "dfile": [8, 10], "attribute_cap": [9, 10], "class_cap": [9, 10], "disabl": [9, 10], "disable_al": [9, 10], "disable_all_attribute_depend": [9, 10], "disable_all_attribut": [9, 10], "disable_all_class_depend": [9, 10], "disable_all_class": [9, 10], "disable_depend": [9, 10], "enable_al": [9, 10], "enable_all_attribute_depend": [9, 10], "enable_all_attribut": [9, 10], "enable_all_class_depend": [9, 10], "enable_all_class": [9, 10], "enable_depend": [9, 10], "for_inst": [9, 10], "has_depend": [9, 10], "min_inst": [9, 10], "other_cap": [9, 10], "owner": [9, 10], "supports_mayb": [9, 10], "test_attribut": [9, 10], "test_inst": [9, 10], "is_attribut": [9, 10], "is_attribute_cap": [9, 10], "is_class": [9, 10], "is_class_cap": [9, 10], "is_other_cap": [9, 10], "abstractparamet": [9, 10], "date": [9, 10], "enum": [9, 10], "ordin": [9, 10], "add_vari": [9, 10], "remove_vari": [9, 10], "system_wid": [9, 10], "variable_nam": [9, 10], "variable_valu": [9, 10], "javaarrai": [9, 10], "component_typ": [9, 10], "new_arrai": [9, 10], "javaarrayiter": [9, 10], "check_typ": [9, 10], "enforce_typ": [9, 10], "from_dict": [9, 10], "get_properti": [9, 10], "is_serializ": [9, 10], "new_inst": [9, 10], "set_properti": [9, 10], "num_argu": [9, 10], "synopsi": [9, 10], "global_info": [9, 10], "next_doubl": [9, 10], "next_int": [9, 10], "upper": [9, 10], "selectedtag": [9, 10], "setupgener": [9, 10], "base_object": [9, 10], "singleindex": [9, 10], "single_index": [9, 10], "ident": [9, 10], "identstr": [9, 10], "readabl": [9, 10], "get_object_tag": [9, 10], "get_tag": [9, 10], "backquot": [9, 10], "complete_classnam": [9, 10], "deepcopi": [9, 10], "from_byte_arrai": [9, 10], "get_classnam": [9, 10], "get_enum": [9, 10], "get_jclass": [9, 10], "get_static_field": [9, 10], "help_for": [9, 10], "is_arrai": [9, 10], "is_instance_of": [9, 10], "join_opt": [9, 10], "load_suggest": [9, 10], "quot": [9, 10], "split_commandlin": [9, 10], "split_opt": [9, 10], "to_byte_arrai": [9, 10], "unbackquot": [9, 10], "unquot": [9, 10], "incrementalloaderiter": [9, 10], "load_url": [9, 10], "saver": [9, 10], "save_fil": [9, 10], "textdirectoryload": [9, 10], "load_csv_fil": [9, 10], "ndarray_to_inst": [9, 10], "save_any_fil": [9, 10], "saver_for_fil": [9, 10], "databaseutil": [9, 10], "custom_properti": [9, 10], "sparse_data": [9, 10], "add_rel": [9, 10], "add_string_valu": [9, 10], "create_rel": [9, 10], "create_str": [9, 10], "date_format": [9, 10], "equal": [9, 10], "equals_msg": [9, 10], "index_of": [9, 10], "is_averag": [9, 10], "is_dat": [9, 10], "is_in_rang": [9, 10], "is_nomin": [9, 10], "is_numer": [9, 10], "is_relation_valu": [9, 10], "is_str": [9, 10], "lower_numeric_bound": [9, 10], "num_valu": [9, 10], "type_str": [9, 10], "upper_numeric_bound": [9, 10], "attributeiter": [9, 10], "attributestat": [9, 10], "distinct_count": [9, 10], "int_count": [9, 10], "missing_count": [9, 10], "nominal_count": [9, 10], "nominal_weight": [9, 10], "numeric_stat": [9, 10], "total_count": [9, 10], "unique_count": [9, 10], "class_attribut": [9, 10], "create_sparse_inst": [9, 10], "get_relational_valu": [9, 10], "get_string_valu": [9, 10], "has_class": [9, 10], "has_miss": [9, 10], "is_miss": [9, 10], "num_attribut": [9, 10], "num_class": [9, 10], "set_miss": [9, 10], "set_string_valu": [9, 10], "set_valu": [9, 10], "to_numpi": [9, 10], "instanceiter": [9, 10], "instancevalueiter": [9, 10], "append_inst": [9, 10], "attribute_stat": [9, 10], "class_is_first": [9, 10], "compactifi": [9, 10], "copy_structur": [9, 10], "cv_split": [9, 10], "delete_attribut": [9, 10], "delete_attribute_typ": [9, 10], "delete_first_attribut": [9, 10], "delete_with_miss": [9, 10], "equal_head": [9, 10], "insert_attribut": [9, 10], "merge_inst": [9, 10], "no_class": [9, 10], "relationnam": [9, 10], "set_inst": [9, 10], "sort": [9, 10], "stratifi": [9, 10], "template_inst": [9, 10], "test_cv": [9, 10], "train_cv": [9, 10], "stat": [9, 10], "count": [9, 10], "mean": [9, 10], "stddev": [9, 10], "sum": [9, 10], "sumsq": [9, 10], "check_col_names_uniqu": [9, 10], "distancefunct": [9, 10], "attribute_indic": [9, 10], "add_bundled_jar": [9, 10], "add_system_classpath": [9, 10], "automatically_install_packag": [9, 10], "lib_dir": [9, 10], "with_package_support": [9, 10], "target": [9, 10], "as_dict": [9, 10], "is_instal": [9, 10], "metadata": [9, 10], "packageconstraint": [9, 10], "check_constraint": [9, 10], "get_packag": [9, 10], "set_packag": [9, 10], "available_packag": [9, 10], "establish_cach": [9, 10], "refresh_cach": [9, 10], "stem": [9, 10], "is_stopword": [9, 10], "tokeniter": [9, 10], "float_to_jfloat": [9, 10], "from_jobject_arrai": [9, 10], "jdouble_array_to_ndarrai": [9, 10], "jdouble_matrix_to_ndarrai": [9, 10], "jdouble_to_float": [9, 10], "jenumeration_to_list": [9, 10], "jint_array_to_ndarrai": [9, 10], "jstring_array_to_list": [9, 10], "jstring_list_to_string_list": [9, 10], "string_list_to_jarrai": [9, 10], "string_list_to_jlist": [9, 10], "to_jdouble_arrai": [9, 10], "to_jint_arrai": [9, 10], "to_jobject_arrai": [9, 10], "to_str": [9, 10], "correl": [9, 10], "varianc": [9, 10], "weka_vers": [9, 10], "is_valid": [9, 11], "classificationcontain": [9, 11], "clusteringcontain": [9, 11], "from_config": [9, 11], "to_config": [9, 11], "has_output": [9, 11], "stop_execut": [9, 11], "generate_thresholdcurve_data": [9, 12], "get_auc": [9, 12], "get_prc": [9, 12], "get_thresholdcurve_data": [9, 12], "plot_learning_curv": [9, 12], "plot_prc": [9, 12], "plot_cluster_assign": [9, 12], "line_plot": [9, 12], "matrix_plot": [9, 12], "scatter_plot": [9, 12], "plot_experi": [9, 12], "plot_graph": [9, 12], "plot_xmlbif_graph": [9, 12], "xmlbif_to_dot": [9, 12], "create_subsampl": [9, 12], "set_window_titl": [9, 12], "int": [9, 10, 12], "metric": [9, 12], "ndarrai": [9, 10], "primari": 9, "dict": [9, 10, 11, 12], "total": [9, 10], "transact": 9, "iter": [9, 10], "associationrulesproduc": 9, "bool": [9, 10, 11, 12], "classmethod": [9, 10], "decreas": 9, "arg": [9, 10], "argv": [9, 10], "cli": [9, 10], "failur": [9, 10], "space": [9, 10], "ie": [9, 10, 12], "empti": [9, 10], "attributetransform": 9, "given": [9, 10, 12], "ranker": 9, "give": [9, 10], "direct": 9, "henc": 9, "pars": [9, 10, 11], "textual": 9, "stdev": 9, "merit": 9, "reduc": [9, 11], "dimension": [9, 10], "doubl": [9, 10], "measur": [9, 12], "additionalmeasureproduc": 9, "predictor": 9, "peform": 9, "ser_fil": 9, "tupl": [9, 10, 12], "drawabl": 9, "effici": 9, "alwai": 9, "alongsid": 9, "sourcabl": 9, "matrx": 9, "manipul": 9, "misclassif": 9, "element": [9, 10, 11], "penalti": 9, "per": [9, 10, 11, 12], "basi": 9, "sensit": [9, 10], "involv": 9, "rnd": [9, 10], "class_prob": 9, "expect": 9, "probabl": 9, "estim": 9, "cell": [9, 10], "instac": 9, "class_valu": 9, "particular": 9, "matlab": 9, "eg": [9, 10], "4": 9, "obj": [9, 10, 11], "unwrap": [9, 10], "cost_matrix": 9, "area": [9, 12], "characterist": [9, 12], "prior": 9, "nomin": [9, 10], "coeffici": [9, 10], "coverag": 9, "region": 9, "num_fold": [9, 10], "cumul": 9, "suitabl": 9, "gnuplot": 9, "discard": 9, "rate": 9, "amount": [9, 10], "preserv": [9, 10], "neg": 9, "kb": 9, "rel": [9, 12], "matthew": 9, "had": 9, "known": 9, "percent": [9, 12], "root": 9, "squar": [9, 10], "sf": 9, "entropi": 9, "minu": [9, 10], "gain": 9, "rtype": [9, 10], "unweight": 9, "macro": 9, "micro": 9, "modif": 9, "th": 9, "turn": [9, 10], "id1": 9, "id2": 9, "inst1": [9, 10], "correspond": 9, "2016": 9, "abstractsearchparamet": [9, 10], "interv": 9, "collect": 9, "abstractoutput": 9, "buffer": 9, "footer": 9, "assign": [9, 12], "recent": 9, "loglikelihood": [9, 11], "likelihood": 9, "clustererto": 9, "fo": 9, "signal": 9, "dist_func": 9, "silhouett": 9, "eib": 9, "frank": 9, "groovi": 9, "8497": 9, "n7": 9, "nabbl": 9, "dunn": 9, "di": 9, "td44072": 9, "euclidean": 9, "standard": [9, 12], "complet": [9, 10], "comment": 9, "commandlin": [9, 10, 11], "invalid": 9, "deviat": [9, 10, 12], "hide": 9, "hidden": 9, "better": [9, 10], "got": [9, 10], "cut": 9, "csv": [9, 10], "resultproduc": 9, "propertypath": 9, "ancestor": [9, 10], "wikispac": 9, "splitevalu": 9, "filenam": [9, 10, 12], "uniqu": [9, 10], "hold": 9, "comparison_column": 9, "resultset": 9, "base_resultset": 9, "carri": 9, "datset": 9, "outperform": 9, "subsequ": 9, "beforehand": [9, 10], "flter": 9, "handler": [9, 10], "futur": 9, "getcalculateconfintervalsforforecast": 9, "constant": [9, 10], "field": [9, 10], "week": 9, "hour": 9, "minut": 9, "wildcard": 9, "taken": 9, "togeth": 9, "respect": 9, "li": 9, "lower": [9, 10, 12], "bound": [9, 10], "entri": 9, "contribut": 9, "overal": 9, "overlai": 9, "told": 9, "consid": 9, "stamp": 9, "those": 9, "arithmet": 9, "advanc": 9, "beyond": 9, "seen": [9, 10], "similarli": 9, "delta": 9, "request": 9, "numinst": 9, "thu": 9, "routin": 9, "remap": 9, "millisecond": 9, "elaps": 9, "epoch": 9, "trend": 9, "enorm": 9, "reason": 9, "scale": 9, "prevent": 9, "easier": 9, "unit": 9, "weekend": 9, "holidai": 9, "financi": 9, "trade": 9, "These": 9, "hole": 9, "accomod": 9, "accumul": 9, "offset": 9, "skip": [9, 10], "ignor": [9, 10, 12], "test_split_s": 9, "build_model": 9, "step_numb": 9, "begin": 9, "immedi": 9, "histor": 9, "target_nam": 9, "step_ahead": 9, "instance_number_offset": 9, "ahead": 9, "rebuilt": 9, "rebuild": 9, "learner": 9, "state": [9, 10], "fname": 9, "regard": 9, "lag": 9, "seri": 9, "timeseriestransl": 9, "consecut": 9, "polynomi": 9, "product": 9, "real": 9, "differenc": 9, "deal": 9, "timestamp": 9, "detect": 9, "monthli": 9, "becaus": 9, "length": [9, 10], "subtract": 9, "observ": 9, "divid": 9, "plu": 9, "twelv": 9, "interven": 9, "am": 9, "quarter": 9, "adjust": 9, "histori": 9, "unlik": 9, "approxim": 9, "decrement": 9, "power": 9, "maker": 9, "hasn": 9, "unknown": 9, "market": 9, "fridai": 9, "close": [9, 12], "mondai": 9, "three": 9, "accept": 9, "sat": 9, "sundai": 9, "jan": 9, "august": 9, "2011": 9, "07": 9, "daili": 9, "hourli": 9, "weekli": 9, "inner": 9, "boundari": 9, "dom": 9, "dow": 9, "doi": 9, "cyclic": 9, "oct": 9, "mar": 9, "correctli": 9, "hod": 9, "moh": 9, "wom": 9, "woi": 9, "nominal_attribut": 10, "binary_attribut": 10, "unary_attribut": 10, "empty_nominal_attribut": 10, "too": 10, "dependeci": 10, "least": [10, 11], "capabiliit": 10, "ones": [10, 12], "potenti": [10, 11], "att": [10, 12], "meet": 10, "from_index": 10, "to_index": 10, "wether": 10, "member": 10, "msec": 10, "milli": 10, "notat": [10, 12], "denseinst": 10, "jsonobject": 10, "intf_or_class": 10, "subclass": 10, "rais": [10, 11], "jsonif": 10, "attempt": 10, "setfilt": 10, "getfilt": 10, "seriali": 10, "encapsul": 10, "math": 10, "use_head": 10, "tag_id": 10, "tag_text": 10, "larg": 10, "ident_str": 10, "uppercas": 10, "human": 10, "methodnam": 10, "getmetricstag": 10, "tags_filt": 10, "resid": 10, "enm": 10, "primit": 10, "byte": 10, "short": [10, 11], "char": 10, "fieldnam": 10, "static": 10, "class_or_intf_nam": 10, "combin": 10, "inspect": 10, "oppos": 10, "caller": 10, "appropri": 10, "jb_object": 10, "individu": [10, 11], "loard": 10, "arffsav": 10, "dialect": 10, "excel": 10, "delimit": 10, "quotechar": 10, "num_col": 10, "nom_col": 10, "csvloader": 10, "stringtonomin": 10, "charact": 10, "assoic": 10, "att_templ": 10, "att_list": 10, "darrai": 10, "spars": 10, "formt": 10, "hh": 10, "ss": 10, "javadoc": 10, "simpledateformat": 10, "ordering_symbol": 10, "ordering_ord": 10, "ordering_modulo": 10, "distinct": 10, "mass": 10, "numericstat": 10, "appear": 10, "max_valu": 10, "sparseinst": 10, "ascend": 10, "belong": 10, "inern": 10, "nan": 10, "inst2": 10, "merg": 10, "throw": 10, "aren": 10, "over": 10, "from_row": 10, "capac": 10, "mani": 10, "typ": 10, "insert": 10, "side": 10, "stratif": 10, "neither": 10, "nor": 10, "inver": 10, "removerang": 10, "7": 10, "67": 10, "preced": 10, "templat": [10, 12], "calculatederiv": 10, "std": 10, "nominal_x": 10, "nominal_i": 10, "numerictonomin": 10, "treat": 10, "euclideandist": 10, "cutoff": 10, "speed": 10, "cp": 10, "auto_instal": 10, "logging_level": 10, "xmx": 10, "4g": 10, "kill": 10, "packagemanag": 10, "constraint": 10, "pkge": 10, "constr": 10, "yet": 10, "establish": 10, "quiet": 10, "suppress": 10, "anyth": 10, "noth": 10, "packagenam": 10, "grab": 10, "applic": 10, "nullstemm": 10, "alphabetictoken": 10, "lang": [10, 12], "dim": 10, "unicod": 10, "return_empty_if_non": 10, "none_as_nan": 10, "values1": 10, "values2": 10, "sum_": 10, "unsupport": 11, "fileoutputsink": 11, "hook": 11, "selet": 11, "threshold": 12, "xname": 12, "yname": 12, "thresholdcurv": 12, "max_relative_s": 12, "50": 12, "absolute_s": 12, "key_loc": 12, "center": 12, "todo": 12, "click": 12, "event": 12, "event_handl": 12, "data_brows": 12, "learn": 12, "label_templ": 12, "right": 12, "inst_no": 12, "fake": 12, "circl": 12, "subsampl": 12, "index_x": 12, "index_i": 12, "axi": 12, "mat": 12, "axes_swap": 12, "show_stdev": 12, "x_label": 12, "y_label": 12, "bbox_to_anchor": 12, "ax": 12, "bar": 12, "anchor": 12, "doc": 12, "xml": 12, "bif": 12, "site": 12, "poli": 12, "usp": 12, "br": 12, "fabio": 12, "cozman": 12, "research": 12, "interchangeformat": 12, "param": 12, "fig": 12, "figur": 12}, "objects": {"weka": [[9, 0, 0, "-", "associations"], [9, 0, 0, "-", "attribute_selection"], [9, 0, 0, "-", "classifiers"], [9, 0, 0, "-", "clusterers"], [10, 0, 0, "-", "core"], [9, 0, 0, "-", "datagenerators"], [9, 0, 0, "-", "experiments"], [9, 0, 0, "-", "filters"], [11, 0, 0, "-", "flow"], [12, 0, 0, "-", "plot"], [9, 0, 0, "-", "timeseries"]], "weka.associations": [[9, 1, 1, "", "AssociationRule"], [9, 1, 1, "", "AssociationRules"], [9, 1, 1, "", "AssociationRulesIterator"], [9, 1, 1, "", "Associator"], [9, 1, 1, "", "Item"], [9, 4, 1, "", "main"], [9, 4, 1, "", "sys_main"]], "weka.associations.AssociationRule": [[9, 2, 1, "", "consequence"], [9, 2, 1, "", "consequence_support"], [9, 2, 1, "", "metric_names"], [9, 3, 1, "", "metric_value"], [9, 2, 1, "", "metric_values"], [9, 2, 1, "", "premise"], [9, 2, 1, "", "premise_support"], [9, 2, 1, "", "primary_metric_name"], [9, 2, 1, "", "primary_metric_value"], [9, 3, 1, "", "to_dict"], [9, 2, 1, "", "total_support"], [9, 2, 1, "", "total_transactions"]], "weka.associations.AssociationRules": [[9, 2, 1, "", "producer"], [9, 3, 1, "", "to_dict"]], "weka.associations.Associator": [[9, 3, 1, "", "association_rules"], [9, 3, 1, "", "build_associations"], [9, 3, 1, "", "can_produce_rules"], [9, 2, 1, "", "capabilities"], [9, 2, 1, "", "header"], [9, 3, 1, "", "make_copy"], [9, 2, 1, "", "rule_metric_names"]], "weka.associations.Item": [[9, 2, 1, "", "attribute"], [9, 2, 1, "", "comparison"], [9, 3, 1, "", "decrease_frequency"], [9, 2, 1, "", "frequency"], [9, 3, 1, "", "increase_frequency"], [9, 2, 1, "", "item_value"]], "weka.attribute_selection": [[9, 1, 1, "", "ASEvaluation"], [9, 1, 1, "", "ASSearch"], [9, 1, 1, "", "AttributeSelection"], [9, 4, 1, "", "main"], [9, 4, 1, "", "sys_main"]], "weka.attribute_selection.ASEvaluation": [[9, 3, 1, "", "build_evaluator"], [9, 2, 1, "", "capabilities"], [9, 3, 1, "", "convert_instance"], [9, 2, 1, "", "header"], [9, 3, 1, "", "post_process"], [9, 3, 1, "", "transformed_data"], [9, 3, 1, "", "transformed_header"]], "weka.attribute_selection.ASSearch": [[9, 2, 1, "", "header"], [9, 3, 1, "", "search"]], "weka.attribute_selection.AttributeSelection": [[9, 3, 1, "", "attribute_selection"], [9, 3, 1, "", "crossvalidation"], [9, 2, 1, "", "cv_results"], [9, 3, 1, "", "evaluator"], [9, 3, 1, "", "folds"], [9, 2, 1, "", "number_attributes_selected"], [9, 2, 1, "", "rank_results"], [9, 2, 1, "", "ranked_attributes"], [9, 3, 1, "", "ranking"], [9, 3, 1, "", "reduce_dimensionality"], [9, 2, 1, "", "results_string"], [9, 3, 1, "", "search"], [9, 3, 1, "", "seed"], [9, 3, 1, "", "select_attributes"], [9, 3, 1, "", "select_attributes_cv_split"], [9, 2, 1, "", "selected_attributes"], [9, 2, 1, "", "subset_results"]], "weka.classifiers": [[9, 1, 1, "", "AttributeSelectedClassifier"], [9, 1, 1, "", "Classifier"], [9, 1, 1, "", "CostMatrix"], [9, 1, 1, "", "Evaluation"], [9, 1, 1, "", "FilteredClassifier"], [9, 1, 1, "", "GridSearch"], [9, 1, 1, "", "Kernel"], [9, 1, 1, "", "KernelClassifier"], [9, 1, 1, "", "MultiSearch"], [9, 1, 1, "", "MultipleClassifiersCombiner"], [9, 1, 1, "", "NominalPrediction"], [9, 1, 1, "", "NumericPrediction"], [9, 1, 1, "", "Prediction"], [9, 1, 1, "", "PredictionOutput"], [9, 1, 1, "", "SingleClassifierEnhancer"], [9, 4, 1, "", "main"], [9, 4, 1, "", "predictions_to_instances"], [9, 4, 1, "", "sys_main"]], "weka.classifiers.AttributeSelectedClassifier": [[9, 2, 1, "", "evaluator"], [9, 2, 1, "", "search"]], "weka.classifiers.Classifier": [[9, 3, 1, "", "additional_measure"], [9, 2, 1, "", "additional_measures"], [9, 2, 1, "", "batch_size"], [9, 3, 1, "", "build_classifier"], [9, 2, 1, "", "capabilities"], [9, 3, 1, "", "classify_instance"], [9, 3, 1, "", "deserialize"], [9, 3, 1, "", "distribution_for_instance"], [9, 3, 1, "", "distributions_for_instances"], [9, 2, 1, "", "graph"], [9, 2, 1, "", "graph_type"], [9, 3, 1, "", "has_efficient_batch_prediction"], [9, 2, 1, "", "header"], [9, 3, 1, "", "make_copy"], [9, 3, 1, "", "serialize"], [9, 3, 1, "", "to_source"], [9, 3, 1, "", "update_classifier"]], "weka.classifiers.CostMatrix": [[9, 3, 1, "", "apply_cost_matrix"], [9, 3, 1, "", "expected_costs"], [9, 3, 1, "", "get_cell"], [9, 3, 1, "", "get_element"], [9, 3, 1, "", "get_max_cost"], [9, 3, 1, "", "initialize"], [9, 3, 1, "", "normalize"], [9, 2, 1, "", "num_columns"], [9, 2, 1, "", "num_rows"], [9, 3, 1, "", "parse_matlab"], [9, 3, 1, "", "set_cell"], [9, 3, 1, "", "set_element"], [9, 2, 1, "", "size"], [9, 3, 1, "", "to_matlab"]], "weka.classifiers.Evaluation": [[9, 3, 1, "", "area_under_prc"], [9, 3, 1, "", "area_under_roc"], [9, 2, 1, "", "avg_cost"], [9, 3, 1, "", "class_details"], [9, 2, 1, "", "class_priors"], [9, 2, 1, "", "confusion_matrix"], [9, 2, 1, "", "correct"], [9, 2, 1, "", "correlation_coefficient"], [9, 2, 1, "", "coverage_of_test_cases_by_predicted_regions"], [9, 3, 1, "", "crossvalidate_model"], [9, 3, 1, "", "cumulative_margin_distribution"], [9, 2, 1, "", "discard_predictions"], [9, 2, 1, "", "error_rate"], [9, 3, 1, "", "evaluate_model"], [9, 3, 1, "", "evaluate_train_test_split"], [9, 3, 1, "", "f_measure"], [9, 3, 1, "", "false_negative_rate"], [9, 3, 1, "", "false_positive_rate"], [9, 2, 1, "", "header"], [9, 2, 1, "", "incorrect"], [9, 2, 1, "", "kappa"], [9, 2, 1, "", "kb_information"], [9, 2, 1, "", "kb_mean_information"], [9, 2, 1, "", "kb_relative_information"], [9, 3, 1, "", "matrix"], [9, 3, 1, "", "matthews_correlation_coefficient"], [9, 2, 1, "", "mean_absolute_error"], [9, 2, 1, "", "mean_prior_absolute_error"], [9, 3, 1, "", "num_false_negatives"], [9, 3, 1, "", "num_false_positives"], [9, 2, 1, "", "num_instances"], [9, 3, 1, "", "num_true_negatives"], [9, 3, 1, "", "num_true_positives"], [9, 2, 1, "", "percent_correct"], [9, 2, 1, "", "percent_incorrect"], [9, 2, 1, "", "percent_unclassified"], [9, 3, 1, "", "precision"], [9, 2, 1, "", "predictions"], [9, 3, 1, "", "recall"], [9, 2, 1, "", "relative_absolute_error"], [9, 2, 1, "", "root_mean_prior_squared_error"], [9, 2, 1, "", "root_mean_squared_error"], [9, 2, 1, "", "root_relative_squared_error"], [9, 2, 1, "", "sf_entropy_gain"], [9, 2, 1, "", "sf_mean_entropy_gain"], [9, 2, 1, "", "sf_mean_prior_entropy"], [9, 2, 1, "", "sf_mean_scheme_entropy"], [9, 2, 1, "", "sf_prior_entropy"], [9, 2, 1, "", "sf_scheme_entropy"], [9, 2, 1, "", "size_of_predicted_regions"], [9, 3, 1, "", "summary"], [9, 3, 1, "", "test_model"], [9, 3, 1, "", "test_model_once"], [9, 2, 1, "", "total_cost"], [9, 3, 1, "", "true_negative_rate"], [9, 3, 1, "", "true_positive_rate"], [9, 2, 1, "", "unclassified"], [9, 2, 1, "", "unweighted_macro_f_measure"], [9, 2, 1, "", "unweighted_micro_f_measure"], [9, 2, 1, "", "weighted_area_under_prc"], [9, 2, 1, "", "weighted_area_under_roc"], [9, 2, 1, "", "weighted_f_measure"], [9, 2, 1, "", "weighted_false_negative_rate"], [9, 2, 1, "", "weighted_false_positive_rate"], [9, 2, 1, "", "weighted_matthews_correlation"], [9, 2, 1, "", "weighted_precision"], [9, 2, 1, "", "weighted_recall"], [9, 2, 1, "", "weighted_true_negative_rate"], [9, 2, 1, "", "weighted_true_positive_rate"]], "weka.classifiers.FilteredClassifier": [[9, 3, 1, "", "check_for_modified_class_attribute"], [9, 2, 1, "", "filter"]], "weka.classifiers.GridSearch": [[9, 2, 1, "", "best"], [9, 2, 1, "", "evaluation"], [9, 2, 1, "", "x"], [9, 2, 1, "", "y"]], "weka.classifiers.Kernel": [[9, 3, 1, "", "build_kernel"], [9, 3, 1, "", "capabilities"], [9, 2, 1, "", "checks_turned_off"], [9, 3, 1, "", "clean"], [9, 3, 1, "", "eval"], [9, 3, 1, "", "make_copy"]], "weka.classifiers.KernelClassifier": [[9, 2, 1, "", "kernel"]], "weka.classifiers.MultiSearch": [[9, 2, 1, "", "best"], [9, 2, 1, "", "evaluation"], [9, 2, 1, "", "parameters"]], "weka.classifiers.MultipleClassifiersCombiner": [[9, 3, 1, "", "append"], [9, 2, 1, "", "classifiers"], [9, 3, 1, "", "clear"]], "weka.classifiers.NominalPrediction": [[9, 2, 1, "", "distribution"], [9, 2, 1, "", "margin"]], "weka.classifiers.NumericPrediction": [[9, 2, 1, "", "error"], [9, 2, 1, "", "prediction_intervals"]], "weka.classifiers.Prediction": [[9, 2, 1, "", "actual"], [9, 2, 1, "", "predicted"], [9, 2, 1, "", "weight"]], "weka.classifiers.PredictionOutput": [[9, 3, 1, "", "buffer_content"], [9, 2, 1, "", "header"], [9, 3, 1, "", "print_all"], [9, 3, 1, "", "print_classification"], [9, 3, 1, "", "print_classifications"], [9, 3, 1, "", "print_footer"], [9, 3, 1, "", "print_header"]], "weka.classifiers.SingleClassifierEnhancer": [[9, 2, 1, "", "classifier"]], "weka.clusterers": [[9, 1, 1, "", "ClusterEvaluation"], [9, 1, 1, "", "Clusterer"], [9, 1, 1, "", "FilteredClusterer"], [9, 1, 1, "", "SingleClustererEnhancer"], [9, 4, 1, "", "avg_silhouette_coefficient"], [9, 4, 1, "", "main"], [9, 4, 1, "", "sys_main"]], "weka.clusterers.ClusterEvaluation": [[9, 2, 1, "", "classes_to_clusters"], [9, 2, 1, "", "cluster_assignments"], [9, 2, 1, "", "cluster_results"], [9, 3, 1, "", "crossvalidate_model"], [9, 3, 1, "", "evaluate_clusterer"], [9, 2, 1, "", "log_likelihood"], [9, 2, 1, "", "num_clusters"], [9, 3, 1, "", "set_model"], [9, 3, 1, "", "test_model"]], "weka.clusterers.Clusterer": [[9, 3, 1, "", "build_clusterer"], [9, 2, 1, "", "capabilities"], [9, 3, 1, "", "cluster_instance"], [9, 3, 1, "", "deserialize"], [9, 3, 1, "", "distribution_for_instance"], [9, 2, 1, "", "graph"], [9, 2, 1, "", "graph_type"], [9, 2, 1, "", "header"], [9, 3, 1, "", "make_copy"], [9, 2, 1, "", "number_of_clusters"], [9, 3, 1, "", "serialize"], [9, 3, 1, "", "update_clusterer"], [9, 3, 1, "", "update_finished"]], "weka.clusterers.FilteredClusterer": [[9, 2, 1, "", "filter"]], "weka.clusterers.SingleClustererEnhancer": [[9, 2, 1, "", "clusterer"]], "weka.core": [[10, 0, 0, "-", "capabilities"], [10, 0, 0, "-", "classes"], [10, 0, 0, "-", "converters"], [10, 0, 0, "-", "database"], [10, 0, 0, "-", "dataset"], [10, 0, 0, "-", "distances"], [10, 0, 0, "-", "jvm"], [10, 0, 0, "-", "packages"], [10, 0, 0, "-", "serialization"], [10, 0, 0, "-", "stemmers"], [10, 0, 0, "-", "stopwords"], [10, 0, 0, "-", "tokenizers"], [10, 0, 0, "-", "typeconv"], [10, 0, 0, "-", "utils"], [10, 0, 0, "-", "version"]], "weka.core.capabilities": [[10, 1, 1, "", "Capabilities"], [10, 1, 1, "", "Capability"]], "weka.core.capabilities.Capabilities": [[10, 3, 1, "", "attribute_capabilities"], [10, 3, 1, "", "capabilities"], [10, 3, 1, "", "class_capabilities"], [10, 3, 1, "", "dependencies"], [10, 3, 1, "", "disable"], [10, 3, 1, "", "disable_all"], [10, 3, 1, "", "disable_all_attribute_dependencies"], [10, 3, 1, "", "disable_all_attributes"], [10, 3, 1, "", "disable_all_class_dependencies"], [10, 3, 1, "", "disable_all_classes"], [10, 3, 1, "", "disable_dependency"], [10, 3, 1, "", "enable"], [10, 3, 1, "", "enable_all"], [10, 3, 1, "", "enable_all_attribute_dependencies"], [10, 3, 1, "", "enable_all_attributes"], [10, 3, 1, "", "enable_all_class_dependencies"], [10, 3, 1, "", "enable_all_classes"], [10, 3, 1, "", "enable_dependency"], [10, 3, 1, "", "for_instances"], [10, 3, 1, "", "handles"], [10, 3, 1, "", "has_dependencies"], [10, 3, 1, "", "has_dependency"], [10, 2, 1, "", "min_instances"], [10, 3, 1, "", "other_capabilities"], [10, 2, 1, "", "owner"], [10, 3, 1, "", "supports"], [10, 3, 1, "", "supports_maybe"], [10, 3, 1, "", "test_attribute"], [10, 3, 1, "", "test_instances"]], "weka.core.capabilities.Capability": [[10, 2, 1, "", "is_attribute"], [10, 2, 1, "", "is_attribute_capability"], [10, 2, 1, "", "is_class"], [10, 2, 1, "", "is_class_capability"], [10, 2, 1, "", "is_other_capability"]], "weka.core.classes": [[10, 1, 1, "", "AbstractParameter"], [10, 1, 1, "", "Date"], [10, 1, 1, "", "Enum"], [10, 1, 1, "", "Environment"], [10, 1, 1, "", "JavaArray"], [10, 1, 1, "", "JavaArrayIterator"], [10, 1, 1, "", "JavaObject"], [10, 1, 1, "", "ListParameter"], [10, 1, 1, "", "MathParameter"], [10, 1, 1, "", "Option"], [10, 1, 1, "", "OptionHandler"], [10, 1, 1, "", "Random"], [10, 1, 1, "", "Range"], [10, 1, 1, "", "SelectedTag"], [10, 1, 1, "", "SetupGenerator"], [10, 1, 1, "", "SingleIndex"], [10, 1, 1, "", "Tag"], [10, 1, 1, "", "Tags"], [10, 4, 1, "", "backquote"], [10, 4, 1, "", "complete_classname"], [10, 4, 1, "", "deepcopy"], [10, 4, 1, "", "from_byte_array"], [10, 4, 1, "", "from_commandline"], [10, 4, 1, "", "get_classname"], [10, 4, 1, "", "get_enum"], [10, 4, 1, "", "get_jclass"], [10, 4, 1, "", "get_static_field"], [10, 4, 1, "", "help_for"], [10, 4, 1, "", "is_array"], [10, 4, 1, "", "is_instance_of"], [10, 4, 1, "", "join_options"], [10, 4, 1, "", "list_property_names"], [10, 4, 1, "", "load_suggestions"], [10, 4, 1, "", "main"], [10, 4, 1, "", "new_array"], [10, 4, 1, "", "new_instance"], [10, 4, 1, "", "quote"], [10, 4, 1, "", "serialization_read"], [10, 4, 1, "", "serialization_read_all"], [10, 4, 1, "", "serialization_write"], [10, 4, 1, "", "serialization_write_all"], [10, 4, 1, "", "split_commandline"], [10, 4, 1, "", "split_options"], [10, 4, 1, "", "suggest_package"], [10, 5, 1, "", "suggestions"], [10, 4, 1, "", "to_byte_array"], [10, 4, 1, "", "to_commandline"], [10, 4, 1, "", "unbackquote"], [10, 4, 1, "", "unquote"]], "weka.core.classes.AbstractParameter": [[10, 2, 1, "", "prop"]], "weka.core.classes.Date": [[10, 2, 1, "", "time"]], "weka.core.classes.Enum": [[10, 2, 1, "", "name"], [10, 2, 1, "", "ordinal"], [10, 2, 1, "", "values"]], "weka.core.classes.Environment": [[10, 3, 1, "", "add_variable"], [10, 3, 1, "", "remove_variable"], [10, 3, 1, "", "system_wide"], [10, 3, 1, "", "variable_names"], [10, 3, 1, "", "variable_value"]], "weka.core.classes.JavaArray": [[10, 3, 1, "", "component_type"], [10, 3, 1, "", "new_array"]], "weka.core.classes.JavaObject": [[10, 3, 1, "", "check_type"], [10, 2, 1, "", "classname"], [10, 3, 1, "", "enforce_type"], [10, 3, 1, "", "from_dict"], [10, 3, 1, "", "get_property"], [10, 2, 1, "", "is_serializable"], [10, 2, 1, "", "jclass"], [10, 2, 1, "", "jwrapper"], [10, 3, 1, "", "new_instance"], [10, 3, 1, "", "set_property"], [10, 3, 1, "", "to_dict"]], "weka.core.classes.ListParameter": [[10, 2, 1, "", "values"]], "weka.core.classes.MathParameter": [[10, 2, 1, "", "base"], [10, 2, 1, "", "expression"], [10, 2, 1, "", "maximum"], [10, 2, 1, "", "minimum"], [10, 2, 1, "", "step"]], "weka.core.classes.Option": [[10, 2, 1, "", "description"], [10, 2, 1, "", "name"], [10, 2, 1, "", "num_arguments"], [10, 2, 1, "", "synopsis"]], "weka.core.classes.OptionHandler": [[10, 3, 1, "", "description"], [10, 3, 1, "", "from_dict"], [10, 3, 1, "", "global_info"], [10, 2, 1, "", "options"], [10, 3, 1, "", "to_commandline"], [10, 3, 1, "", "to_dict"], [10, 3, 1, "", "to_help"]], "weka.core.classes.Random": [[10, 3, 1, "", "next_double"], [10, 3, 1, "", "next_int"]], "weka.core.classes.Range": [[10, 2, 1, "", "invert"], [10, 2, 1, "", "ranges"], [10, 3, 1, "", "selection"], [10, 3, 1, "", "upper"]], "weka.core.classes.SelectedTag": [[10, 2, 1, "", "selected"], [10, 2, 1, "", "tags"]], "weka.core.classes.SetupGenerator": [[10, 2, 1, "", "base_object"], [10, 2, 1, "", "parameters"], [10, 3, 1, "", "setups"]], "weka.core.classes.SingleIndex": [[10, 3, 1, "", "index"], [10, 2, 1, "", "single_index"], [10, 3, 1, "", "upper"]], "weka.core.classes.Tag": [[10, 2, 1, "", "ident"], [10, 2, 1, "", "identstr"], [10, 2, 1, "", "readable"]], "weka.core.classes.Tags": [[10, 3, 1, "", "find"], [10, 3, 1, "", "get_object_tags"], [10, 3, 1, "", "get_tags"]], "weka.core.converters": [[10, 1, 1, "", "IncrementalLoaderIterator"], [10, 1, 1, "", "Loader"], [10, 1, 1, "", "Saver"], [10, 1, 1, "", "TextDirectoryLoader"], [10, 4, 1, "", "load_any_file"], [10, 4, 1, "", "load_csv_file"], [10, 4, 1, "", "loader_for_file"], [10, 4, 1, "", "ndarray_to_instances"], [10, 4, 1, "", "save_any_file"], [10, 4, 1, "", "saver_for_file"]], "weka.core.converters.Loader": [[10, 3, 1, "", "load_file"], [10, 3, 1, "", "load_url"]], "weka.core.converters.Saver": [[10, 3, 1, "", "capabilities"], [10, 3, 1, "", "save_file"]], "weka.core.converters.TextDirectoryLoader": [[10, 3, 1, "", "load"]], "weka.core.database": [[10, 1, 1, "", "DatabaseUtils"], [10, 1, 1, "", "InstanceQuery"]], "weka.core.database.DatabaseUtils": [[10, 2, 1, "", "db_url"], [10, 2, 1, "", "password"], [10, 2, 1, "", "user"]], "weka.core.database.InstanceQuery": [[10, 2, 1, "", "custom_properties"], [10, 2, 1, "", "query"], [10, 3, 1, "", "retrieve_instances"], [10, 2, 1, "", "sparse_data"]], "weka.core.dataset": [[10, 1, 1, "", "Attribute"], [10, 1, 1, "", "AttributeIterator"], [10, 1, 1, "", "AttributeStats"], [10, 1, 1, "", "Instance"], [10, 1, 1, "", "InstanceIterator"], [10, 1, 1, "", "InstanceValueIterator"], [10, 1, 1, "", "Instances"], [10, 1, 1, "", "Stats"], [10, 4, 1, "", "check_col_names_unique"], [10, 4, 1, "", "create_instances_from_lists"], [10, 4, 1, "", "create_instances_from_matrices"], [10, 4, 1, "", "missing_value"]], "weka.core.dataset.Attribute": [[10, 3, 1, "", "add_relation"], [10, 3, 1, "", "add_string_value"], [10, 3, 1, "", "copy"], [10, 3, 1, "", "create_date"], [10, 3, 1, "", "create_nominal"], [10, 3, 1, "", "create_numeric"], [10, 3, 1, "", "create_relational"], [10, 3, 1, "", "create_string"], [10, 2, 1, "", "date_format"], [10, 3, 1, "", "equals"], [10, 3, 1, "", "equals_msg"], [10, 2, 1, "", "index"], [10, 3, 1, "", "index_of"], [10, 2, 1, "", "is_averagable"], [10, 2, 1, "", "is_date"], [10, 3, 1, "", "is_in_range"], [10, 2, 1, "", "is_nominal"], [10, 2, 1, "", "is_numeric"], [10, 2, 1, "", "is_relation_valued"], [10, 2, 1, "", "is_string"], [10, 2, 1, "", "lower_numeric_bound"], [10, 2, 1, "", "name"], [10, 2, 1, "", "num_values"], [10, 2, 1, "", "ordering"], [10, 3, 1, "", "parse_date"], [10, 2, 1, "", "type"], [10, 3, 1, "", "type_str"], [10, 2, 1, "", "upper_numeric_bound"], [10, 3, 1, "", "value"], [10, 2, 1, "", "values"], [10, 2, 1, "", "weight"]], "weka.core.dataset.AttributeStats": [[10, 2, 1, "", "distinct_count"], [10, 2, 1, "", "int_count"], [10, 2, 1, "", "missing_count"], [10, 2, 1, "", "nominal_counts"], [10, 2, 1, "", "nominal_weights"], [10, 2, 1, "", "numeric_stats"], [10, 2, 1, "", "total_count"], [10, 2, 1, "", "unique_count"]], "weka.core.dataset.Instance": [[10, 2, 1, "", "class_attribute"], [10, 2, 1, "", "class_index"], [10, 3, 1, "", "create_instance"], [10, 3, 1, "", "create_sparse_instance"], [10, 2, 1, "", "dataset"], [10, 3, 1, "", "get_relational_value"], [10, 3, 1, "", "get_string_value"], [10, 3, 1, "", "get_value"], [10, 3, 1, "", "has_class"], [10, 3, 1, "", "has_missing"], [10, 3, 1, "", "is_missing"], [10, 3, 1, "", "missing_value"], [10, 2, 1, "", "num_attributes"], [10, 2, 1, "", "num_classes"], [10, 3, 1, "", "set_missing"], [10, 3, 1, "", "set_string_value"], [10, 3, 1, "", "set_value"], [10, 3, 1, "", "to_numpy"], [10, 2, 1, "", "values"], [10, 2, 1, "", "weight"]], "weka.core.dataset.Instances": [[10, 3, 1, "", "add_instance"], [10, 3, 1, "", "append_instances"], [10, 3, 1, "", "attribute"], [10, 3, 1, "", "attribute_by_name"], [10, 3, 1, "", "attribute_names"], [10, 3, 1, "", "attribute_stats"], [10, 3, 1, "", "attributes"], [10, 2, 1, "", "class_attribute"], [10, 2, 1, "", "class_index"], [10, 3, 1, "", "class_is_first"], [10, 3, 1, "", "class_is_last"], [10, 3, 1, "", "compactify"], [10, 3, 1, "", "copy_instances"], [10, 3, 1, "", "copy_structure"], [10, 3, 1, "", "create_instances"], [10, 3, 1, "", "cv_splits"], [10, 3, 1, "", "delete"], [10, 3, 1, "", "delete_attribute"], [10, 3, 1, "", "delete_attribute_type"], [10, 3, 1, "", "delete_first_attribute"], [10, 3, 1, "", "delete_last_attribute"], [10, 3, 1, "", "delete_with_missing"], [10, 3, 1, "", "equal_headers"], [10, 3, 1, "", "get_instance"], [10, 3, 1, "", "has_class"], [10, 3, 1, "", "insert_attribute"], [10, 3, 1, "", "merge_instances"], [10, 3, 1, "", "no_class"], [10, 2, 1, "", "num_attributes"], [10, 2, 1, "", "num_instances"], [10, 3, 1, "", "randomize"], [10, 2, 1, "", "relationname"], [10, 3, 1, "", "set_instance"], [10, 3, 1, "", "sort"], [10, 3, 1, "", "stratify"], [10, 3, 1, "", "subset"], [10, 3, 1, "", "summary"], [10, 3, 1, "", "template_instances"], [10, 3, 1, "", "test_cv"], [10, 3, 1, "", "to_numpy"], [10, 3, 1, "", "train_cv"], [10, 3, 1, "", "train_test_split"], [10, 3, 1, "", "values"]], "weka.core.dataset.Stats": [[10, 2, 1, "", "count"], [10, 2, 1, "", "max"], [10, 2, 1, "", "mean"], [10, 2, 1, "", "min"], [10, 2, 1, "", "stddev"], [10, 2, 1, "", "sum"], [10, 2, 1, "", "sumsq"]], "weka.core.distances": [[10, 1, 1, "", "DistanceFunction"]], "weka.core.distances.DistanceFunction": [[10, 2, 1, "", "attribute_indices"], [10, 3, 1, "", "distance"], [10, 2, 1, "", "instances"]], "weka.core.jvm": [[10, 4, 1, "", "add_bundled_jars"], [10, 4, 1, "", "add_system_classpath"], [10, 5, 1, "", "automatically_install_packages"], [10, 4, 1, "", "lib_dir"], [10, 4, 1, "", "start"], [10, 5, 1, "", "started"], [10, 4, 1, "", "stop"], [10, 5, 1, "", "with_package_support"]], "weka.core.packages": [[10, 1, 1, "", "Dependency"], [10, 5, 1, "", "LATEST"], [10, 1, 1, "", "Package"], [10, 1, 1, "", "PackageConstraint"], [10, 4, 1, "", "all_package"], [10, 4, 1, "", "all_packages"], [10, 4, 1, "", "available_package"], [10, 4, 1, "", "available_packages"], [10, 4, 1, "", "establish_cache"], [10, 4, 1, "", "install_missing_package"], [10, 4, 1, "", "install_missing_packages"], [10, 4, 1, "", "install_package"], [10, 4, 1, "", "install_packages"], [10, 4, 1, "", "installed_package"], [10, 4, 1, "", "installed_packages"], [10, 4, 1, "", "is_installed"], [10, 4, 1, "", "main"], [10, 4, 1, "", "refresh_cache"], [10, 4, 1, "", "suggest_package"], [10, 4, 1, "", "sys_main"], [10, 4, 1, "", "uninstall_package"], [10, 4, 1, "", "uninstall_packages"]], "weka.core.packages.Dependency": [[10, 2, 1, "", "source"], [10, 2, 1, "", "target"]], "weka.core.packages.Package": [[10, 3, 1, "", "as_dict"], [10, 2, 1, "", "dependencies"], [10, 3, 1, "", "install"], [10, 2, 1, "", "is_installed"], [10, 2, 1, "", "metadata"], [10, 2, 1, "", "name"], [10, 2, 1, "", "url"], [10, 2, 1, "", "version"]], "weka.core.packages.PackageConstraint": [[10, 3, 1, "", "check_constraint"], [10, 3, 1, "", "get_package"], [10, 3, 1, "", "set_package"]], "weka.core.stemmers": [[10, 1, 1, "", "Stemmer"]], "weka.core.stemmers.Stemmer": [[10, 3, 1, "", "stem"]], "weka.core.stopwords": [[10, 1, 1, "", "Stopwords"]], "weka.core.stopwords.Stopwords": [[10, 3, 1, "", "is_stopword"]], "weka.core.tokenizers": [[10, 1, 1, "", "TokenIterator"], [10, 1, 1, "", "Tokenizer"]], "weka.core.tokenizers.Tokenizer": [[10, 3, 1, "", "tokenize"]], "weka.core.typeconv": [[10, 4, 1, "", "float_to_jfloat"], [10, 4, 1, "", "from_jobject_array"], [10, 4, 1, "", "jdouble_array_to_ndarray"], [10, 4, 1, "", "jdouble_matrix_to_ndarray"], [10, 4, 1, "", "jdouble_to_float"], [10, 4, 1, "", "jenumeration_to_list"], [10, 4, 1, "", "jint_array_to_ndarray"], [10, 4, 1, "", "jstring_array_to_list"], [10, 4, 1, "", "jstring_list_to_string_list"], [10, 4, 1, "", "string_list_to_jarray"], [10, 4, 1, "", "string_list_to_jlist"], [10, 4, 1, "", "to_jdouble_array"], [10, 4, 1, "", "to_jint_array"], [10, 4, 1, "", "to_jobject_array"], [10, 4, 1, "", "to_string"]], "weka.core.utils": [[10, 4, 1, "", "correlation"], [10, 4, 1, "", "normalize"], [10, 4, 1, "", "variance"]], "weka.core.version": [[10, 4, 1, "", "weka_version"]], "weka.datagenerators": [[9, 1, 1, "", "DataGenerator"], [9, 4, 1, "", "main"], [9, 4, 1, "", "sys_main"]], "weka.datagenerators.DataGenerator": [[9, 2, 1, "", "dataset_format"], [9, 3, 1, "", "define_data_format"], [9, 3, 1, "", "generate_example"], [9, 3, 1, "", "generate_examples"], [9, 3, 1, "", "generate_finish"], [9, 3, 1, "", "generate_start"], [9, 3, 1, "", "make_copy"], [9, 3, 1, "", "make_data"], [9, 2, 1, "", "num_examples_act"], [9, 2, 1, "", "single_mode_flag"]], "weka.experiments": [[9, 1, 1, "", "Experiment"], [9, 1, 1, "", "ResultMatrix"], [9, 1, 1, "", "SimpleCrossValidationExperiment"], [9, 1, 1, "", "SimpleExperiment"], [9, 1, 1, "", "SimpleRandomSplitExperiment"], [9, 1, 1, "", "Tester"]], "weka.experiments.ResultMatrix": [[9, 3, 1, "", "average"], [9, 2, 1, "", "columns"], [9, 3, 1, "", "get_col_name"], [9, 3, 1, "", "get_mean"], [9, 3, 1, "", "get_row_name"], [9, 3, 1, "", "get_stdev"], [9, 3, 1, "", "hide_col"], [9, 3, 1, "", "hide_row"], [9, 3, 1, "", "is_col_hidden"], [9, 3, 1, "", "is_row_hidden"], [9, 2, 1, "", "rows"], [9, 3, 1, "", "set_col_name"], [9, 3, 1, "", "set_mean"], [9, 3, 1, "", "set_row_name"], [9, 3, 1, "", "set_stdev"], [9, 3, 1, "", "show_col"], [9, 3, 1, "", "show_row"], [9, 3, 1, "", "to_string_header"], [9, 3, 1, "", "to_string_key"], [9, 3, 1, "", "to_string_matrix"], [9, 3, 1, "", "to_string_ranking"], [9, 3, 1, "", "to_string_summary"]], "weka.experiments.SimpleCrossValidationExperiment": [[9, 3, 1, "", "configure_resultproducer"]], "weka.experiments.SimpleExperiment": [[9, 3, 1, "", "configure_resultproducer"], [9, 3, 1, "", "configure_splitevaluator"], [9, 3, 1, "", "experiment"], [9, 3, 1, "", "load"], [9, 3, 1, "", "run"], [9, 3, 1, "", "save"], [9, 3, 1, "", "setup"]], "weka.experiments.SimpleRandomSplitExperiment": [[9, 3, 1, "", "configure_resultproducer"]], "weka.experiments.Tester": [[9, 2, 1, "", "dataset_columns"], [9, 2, 1, "", "fold_column"], [9, 3, 1, "", "header"], [9, 3, 1, "", "init_columns"], [9, 2, 1, "", "instances"], [9, 3, 1, "", "multi_resultset_full"], [9, 3, 1, "", "multi_resultset_ranking"], [9, 3, 1, "", "multi_resultset_summary"], [9, 2, 1, "", "result_columns"], [9, 2, 1, "", "resultmatrix"], [9, 2, 1, "", "run_column"], [9, 2, 1, "", "swap_rows_and_cols"]], "weka.filters": [[9, 1, 1, "", "AttributeSelection"], [9, 1, 1, "", "Filter"], [9, 1, 1, "", "MultiFilter"], [9, 1, 1, "", "StringToWordVector"], [9, 4, 1, "", "main"], [9, 4, 1, "", "sys_main"]], "weka.filters.AttributeSelection": [[9, 2, 1, "", "evaluator"], [9, 2, 1, "", "search"]], "weka.filters.Filter": [[9, 3, 1, "", "batch_finished"], [9, 3, 1, "", "capabilities"], [9, 3, 1, "", "deserialize"], [9, 3, 1, "", "filter"], [9, 3, 1, "", "input"], [9, 3, 1, "", "inputformat"], [9, 3, 1, "", "make_copy"], [9, 3, 1, "", "output"], [9, 3, 1, "", "outputformat"], [9, 3, 1, "", "serialize"], [9, 3, 1, "", "to_source"]], "weka.filters.MultiFilter": [[9, 3, 1, "", "append"], [9, 3, 1, "", "clear"], [9, 2, 1, "", "filters"]], "weka.filters.StringToWordVector": [[9, 2, 1, "", "stemmer"], [9, 2, 1, "", "stopwords"], [9, 2, 1, "", "tokenizer"]], "weka.flow": [[11, 0, 0, "-", "container"], [11, 0, 0, "-", "conversion"], [11, 0, 0, "-", "sink"], [11, 0, 0, "-", "source"], [11, 0, 0, "-", "transformer"]], "weka.flow.container": [[11, 1, 1, "", "AttributeSelectionContainer"], [11, 1, 1, "", "ClassificationContainer"], [11, 1, 1, "", "ClusteringContainer"], [11, 1, 1, "", "ModelContainer"]], "weka.flow.container.AttributeSelectionContainer": [[11, 3, 1, "", "is_valid"]], "weka.flow.container.ClassificationContainer": [[11, 3, 1, "", "is_valid"]], "weka.flow.container.ClusteringContainer": [[11, 3, 1, "", "is_valid"]], "weka.flow.container.ModelContainer": [[11, 3, 1, "", "is_valid"]], "weka.flow.conversion": [[11, 1, 1, "", "AnyToCommandline"], [11, 1, 1, "", "CommandlineToAny"]], "weka.flow.conversion.AnyToCommandline": [[11, 3, 1, "", "convert"], [11, 3, 1, "", "description"]], "weka.flow.conversion.CommandlineToAny": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "convert"], [11, 3, 1, "", "description"], [11, 3, 1, "", "fix_config"]], "weka.flow.sink": [[11, 1, 1, "", "ClassifierErrors"], [11, 1, 1, "", "InstanceDumper"], [11, 1, 1, "", "LinePlot"], [11, 1, 1, "", "MatrixPlot"], [11, 1, 1, "", "ModelWriter"], [11, 1, 1, "", "PRC"], [11, 1, 1, "", "ROC"]], "weka.flow.sink.ClassifierErrors": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.sink.InstanceDumper": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"]], "weka.flow.sink.LinePlot": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.sink.MatrixPlot": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.sink.ModelWriter": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"]], "weka.flow.sink.PRC": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.sink.ROC": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.source": [[11, 1, 1, "", "DataGenerator"], [11, 1, 1, "", "LoadDatabase"]], "weka.flow.source.DataGenerator": [[11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 3, 1, "", "from_config"], [11, 2, 1, "", "quickinfo"], [11, 3, 1, "", "to_config"]], "weka.flow.source.LoadDatabase": [[11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.transformer": [[11, 1, 1, "", "AttributeSelection"], [11, 1, 1, "", "ClassSelector"], [11, 1, 1, "", "Copy"], [11, 1, 1, "", "CrossValidate"], [11, 1, 1, "", "Evaluate"], [11, 1, 1, "", "EvaluationSummary"], [11, 1, 1, "", "Filter"], [11, 1, 1, "", "LoadDataset"], [11, 1, 1, "", "ModelReader"], [11, 1, 1, "", "Predict"], [11, 1, 1, "", "RenameRelation"], [11, 1, 1, "", "SetStorageValue"], [11, 1, 1, "", "Train"]], "weka.flow.transformer.AttributeSelection": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.transformer.ClassSelector": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.transformer.Copy": [[11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"]], "weka.flow.transformer.CrossValidate": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.transformer.Evaluate": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.transformer.EvaluationSummary": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.transformer.Filter": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.transformer.LoadDataset": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 3, 1, "", "has_output"], [11, 3, 1, "", "output"], [11, 2, 1, "", "quickinfo"], [11, 3, 1, "", "stop_execution"], [11, 3, 1, "", "wrapup"]], "weka.flow.transformer.ModelReader": [[11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"]], "weka.flow.transformer.Predict": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.transformer.RenameRelation": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.transformer.SetStorageValue": [[11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.flow.transformer.Train": [[11, 3, 1, "", "check_input"], [11, 3, 1, "", "description"], [11, 3, 1, "", "do_execute"], [11, 3, 1, "", "fix_config"], [11, 2, 1, "", "quickinfo"]], "weka.plot": [[12, 0, 0, "-", "classifiers"], [12, 0, 0, "-", "clusterers"], [12, 4, 1, "", "create_subsample"], [12, 0, 0, "-", "dataset"], [12, 0, 0, "-", "experiments"], [12, 0, 0, "-", "graph"], [12, 4, 1, "", "set_window_title"]], "weka.plot.classifiers": [[12, 4, 1, "", "generate_thresholdcurve_data"], [12, 4, 1, "", "get_auc"], [12, 4, 1, "", "get_prc"], [12, 4, 1, "", "get_thresholdcurve_data"], [12, 4, 1, "", "plot_classifier_errors"], [12, 4, 1, "", "plot_learning_curve"], [12, 4, 1, "", "plot_prc"], [12, 4, 1, "", "plot_prcs"], [12, 4, 1, "", "plot_roc"], [12, 4, 1, "", "plot_rocs"]], "weka.plot.clusterers": [[12, 4, 1, "", "plot_cluster_assignments"]], "weka.plot.dataset": [[12, 4, 1, "", "line_plot"], [12, 4, 1, "", "matrix_plot"], [12, 4, 1, "", "scatter_plot"]], "weka.plot.experiments": [[12, 4, 1, "", "plot_experiment"]], "weka.plot.graph": [[12, 4, 1, "", "plot_dot_graph"], [12, 4, 1, "", "plot_graph"], [12, 4, 1, "", "plot_xmlbif_graph"], [12, 4, 1, "", "xmlbif_to_dot"]], "weka.timeseries": [[9, 1, 1, "", "ConfidenceIntervalForecaster"], [9, 1, 1, "", "CustomPeriodicTest"], [9, 1, 1, "", "ErrorModule"], [9, 1, 1, "", "IncrementallyPrimeable"], [9, 1, 1, "", "OverlayForecaster"], [9, 1, 1, "", "Periodicity"], [9, 1, 1, "", "PeriodicityHandler"], [9, 1, 1, "", "TSEvalModule"], [9, 1, 1, "", "TSEvaluation"], [9, 1, 1, "", "TSForecaster"], [9, 1, 1, "", "TSLagMaker"], [9, 1, 1, "", "TSLagUser"], [9, 1, 1, "", "TestPart"], [9, 1, 1, "", "WekaForecaster"]], "weka.timeseries.ConfidenceIntervalForecaster": [[9, 2, 1, "", "calculate_conf_intervals_for_forecasts"], [9, 2, 1, "", "confidence_level"], [9, 2, 1, "", "is_producing_confidence_intervals"]], "weka.timeseries.CustomPeriodicTest": [[9, 3, 1, "", "evaluate"], [9, 2, 1, "", "label"], [9, 3, 1, "", "lower_test"], [9, 3, 1, "", "test"], [9, 3, 1, "", "upper_test"]], "weka.timeseries.ErrorModule": [[9, 3, 1, "", "counts_for_targets"], [9, 3, 1, "", "errors_for_target"], [9, 3, 1, "", "predictions_for_all_targets"], [9, 3, 1, "", "predictions_for_target"]], "weka.timeseries.IncrementallyPrimeable": [[9, 3, 1, "", "prime_forecaster_incremental"]], "weka.timeseries.OverlayForecaster": [[9, 3, 1, "", "forecast_with_overlays"], [9, 2, 1, "", "is_using_overlay_data"], [9, 2, 1, "", "overlay_fields"]], "weka.timeseries.PeriodicityHandler": [[9, 2, 1, "", "delta_time"]], "weka.timeseries.TSEvalModule": [[9, 3, 1, "", "calculate_measure"], [9, 2, 1, "", "definition"], [9, 2, 1, "", "description"], [9, 2, 1, "", "eval_name"], [9, 3, 1, "", "evaluate_for_instance"], [9, 3, 1, "", "module"], [9, 3, 1, "", "module_list"], [9, 3, 1, "", "reset"], [9, 2, 1, "", "summary"], [9, 2, 1, "", "target_fields"]], "weka.timeseries.TSEvaluation": [[9, 3, 1, "", "evaluate"], [9, 3, 1, "", "evaluate_forecaster"], [9, 2, 1, "", "evaluate_on_test_data"], [9, 2, 1, "", "evaluate_on_training_data"], [9, 2, 1, "", "evaluation_modules"], [9, 2, 1, "", "forecast_future"], [9, 2, 1, "", "horizon"], [9, 3, 1, "", "predictions_for_test_data"], [9, 3, 1, "", "predictions_for_training_data"], [9, 2, 1, "", "prime_for_test_data_with_test_data"], [9, 2, 1, "", "prime_window_size"], [9, 3, 1, "", "print_future_forecast_on_test_data"], [9, 3, 1, "", "print_future_forecast_on_training_data"], [9, 3, 1, "", "print_predictions_for_test_data"], [9, 3, 1, "", "print_predictions_for_training_data"], [9, 2, 1, "", "rebuild_model_after_each_test_forecast_step"], [9, 3, 1, "", "summary"], [9, 2, 1, "", "test_data"], [9, 2, 1, "", "training_data"]], "weka.timeseries.TSForecaster": [[9, 2, 1, "", "algorithm_name"], [9, 2, 1, "", "base_model_has_serializer"], [9, 3, 1, "", "build_forecaster"], [9, 3, 1, "", "clear_previous_state"], [9, 2, 1, "", "fields_to_forecast"], [9, 3, 1, "", "forecast"], [9, 2, 1, "", "header"], [9, 3, 1, "", "load_base_model"], [9, 3, 1, "", "load_serialized_state"], [9, 2, 1, "", "previous_state"], [9, 3, 1, "", "prime_forecaster"], [9, 3, 1, "", "reset"], [9, 3, 1, "", "run_forecaster"], [9, 3, 1, "", "save_base_model"], [9, 3, 1, "", "serialize_state"], [9, 2, 1, "", "uses_state"]], "weka.timeseries.TSLagMaker": [[9, 2, 1, "", "add_am_indicator"], [9, 3, 1, "", "add_custom_periodic"], [9, 2, 1, "", "add_day_of_month"], [9, 2, 1, "", "add_day_of_week"], [9, 2, 1, "", "add_month_of_year"], [9, 2, 1, "", "add_num_days_in_month"], [9, 2, 1, "", "add_quarter_of_year"], [9, 2, 1, "", "add_weekend_indicator"], [9, 2, 1, "", "adjust_for_trends"], [9, 2, 1, "", "adjust_for_variance"], [9, 2, 1, "", "artificial_time_start_value"], [9, 2, 1, "", "average_consecutive_long_lags"], [9, 2, 1, "", "average_lags_after"], [9, 3, 1, "", "clear_custom_periodics"], [9, 3, 1, "", "clear_lag_histories"], [9, 3, 1, "", "create_time_lag_cross_products"], [9, 2, 1, "", "current_timestamp_value"], [9, 2, 1, "", "delta_time"], [9, 2, 1, "", "fields_to_lag"], [9, 2, 1, "", "fields_to_lag_as_string"], [9, 2, 1, "", "include_powers_of_time"], [9, 2, 1, "", "include_timelag_products"], [9, 3, 1, "", "increment_artificial_time_value"], [9, 2, 1, "", "is_using_artificial_time_index"], [9, 2, 1, "", "lag_range"], [9, 2, 1, "", "max_lag"], [9, 2, 1, "", "min_lag"], [9, 2, 1, "", "num_consecutive_long_lags_to_average"], [9, 2, 1, "", "overlay_fields"], [9, 2, 1, "", "periodicity"], [9, 2, 1, "", "primary_periodic_field_name"], [9, 2, 1, "", "remove_leading_instances_with_unknown_lag_values"], [9, 2, 1, "", "skip_entries"], [9, 2, 1, "", "timestamp_field"], [9, 3, 1, "", "transformed_data"]], "weka.timeseries.TSLagUser": [[9, 2, 1, "", "tslag_maker"]], "weka.timeseries.TestPart": [[9, 3, 1, "", "day"], [9, 3, 1, "", "day_of_month"], [9, 3, 1, "", "day_of_week"], [9, 3, 1, "", "day_of_year"], [9, 3, 1, "", "eval"], [9, 3, 1, "", "hour_of_day"], [9, 2, 1, "", "is_upper"], [9, 3, 1, "", "minute_of_hour"], [9, 2, 1, "", "month"], [9, 3, 1, "", "operator"], [9, 3, 1, "", "second"], [9, 3, 1, "", "week_of_month"], [9, 3, 1, "", "week_of_year"], [9, 3, 1, "", "year"]], "weka.timeseries.WekaForecaster": [[9, 3, 1, "", "add_custom_periodic"], [9, 2, 1, "", "base_forecaster"], [9, 3, 1, "", "clear_custom_periodics"]]}, "objtypes": {"0": "py:module", "1": "py:class", "2": "py:property", "3": "py:method", "4": "py:function", "5": "py:data"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "class", "Python class"], "2": ["py", "property", "Python property"], "3": ["py", "method", "Python method"], "4": ["py", "function", "Python function"], "5": ["py", "data", "Python data"]}, "titleterms": {"command": 0, "line": 0, "data": [0, 3], "gener": [0, 3, 8], "filter": [0, 3, 9], "classifi": [0, 3, 9, 12], "cluster": [0, 3, 9, 12], "attribut": [0, 3], "select": [0, 3], "associ": [0, 3, 9], "packag": [0, 2, 3, 9, 10, 11, 12], "manag": 0, "list": [0, 3], "info": 0, "instal": [0, 2, 6], "uninstal": 0, "check": 0, "statu": 0, "suggest": 0, "develop": 1, "call": 1, "method": 1, "non": 1, "static": 1, "type": 1, "convers": [1, 4, 11], "docker": 2, "imag": 2, "cpu": 2, "gpu": 2, "usag": 2, "execut": 2, "script": 2, "weka": [2, 7, 9, 10, 11, 12], "exampl": [3, 4], "start": 3, "up": 3, "jvm": [3, 10], "locat": 3, "dataset": [3, 10, 12], "load": 3, "print": 3, "creat": 3, "manual": 3, "from": [3, 6], "matric": 3, "subset": 3, "output": 3, "help": 3, "underli": 3, "optionhandl": 3, "option": [3, 6], "handl": 3, "build": 3, "predict": 3, "model": 3, "draw": 3, "graph": [3, 12], "increment": 3, "cross": 3, "valid": 3, "evalu": 3, "displai": 3, "roc": 3, "regressor": 3, "error": 3, "paramet": 3, "optim": 3, "properti": 3, "name": 3, "gridsearch": 3, "multisearch": 3, "timeseri": [3, 9], "serial": [3, 10], "experi": [3, 9, 12], "partial": 3, "classnam": 3, "stop": 3, "databas": [3, 10], "access": 3, "flow": [4, 11], "overview": 4, "life": 4, "cycl": 4, "sourc": [4, 6, 11], "transform": [4, 11], "sink": [4, 11], "control": 4, "actor": 4, "extend": 4, "introduct": 5, "requir": 5, "content": [5, 10, 11, 12], "api": 5, "prerequisit": 6, "all": 6, "platform": 6, "featur": 6, "ubuntu": [6, 8], "debian": [6, 8], "fedora": 6, "cento": 6, "redhat": 6, "other": 6, "linux": [6, 8], "distribut": 6, "colab": 6, "mac": 6, "osx": 6, "window": [6, 8], "us": 6, "anaconda": 6, "troubleshoot": 8, "subpackag": 9, "modul": [9, 10, 11, 12], "attribute_select": 9, "datagener": 9, "core": 10, "capabl": 10, "class": 10, "convert": 10, "distanc": 10, "stemmer": 10, "stopword": 10, "token": 10, "typeconv": 10, "util": 10, "version": 10, "contain": 11, "plot": 12}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx": 58}, "alltitles": {"Command-line": [[0, "command-line"]], "Data generators": [[0, "data-generators"], [3, "data-generators"]], "Filters": [[0, "filters"], [3, "filters"]], "Classifiers": [[0, "classifiers"]], "Clusterers": [[0, "clusterers"]], "Attribute selection": [[0, "attribute-selection"], [3, "attribute-selection"]], "Associators": [[0, "associators"]], "Package management": [[0, "package-management"]], "Listing packages": [[0, "listing-packages"]], "Info on packages": [[0, "info-on-packages"]], "Installing/uninstalling/check installed status": [[0, "installing-uninstalling-check-installed-status"]], "Suggest packages": [[0, "suggest-packages"]], "Development": [[1, "development"]], "Calling methods": [[1, "calling-methods"]], "Non-static methods": [[1, "non-static-methods"]], "Static methods": [[1, "static-methods"]], "Type conversions": [[1, "type-conversions"]], "Docker": [[2, "docker"]], "Images": [[2, "images"]], "CPU": [[2, "cpu"]], "GPU": [[2, "gpu"]], "Usage": [[2, "usage"]], "Executables": [[2, "executables"]], "Scripts": [[2, "scripts"]], "Installing Weka packages": [[2, "installing-weka-packages"]], "Examples": [[3, "examples"], [4, "examples"]], "Start up JVM": [[3, "start-up-jvm"]], "Location of the datasets": [[3, "location-of-the-datasets"]], "Load dataset and print it": [[3, "load-dataset-and-print-it"]], "Create dataset manually": [[3, "create-dataset-manually"]], "Create dataset from lists": [[3, "create-dataset-from-lists"]], "Create dataset from matrices": [[3, "create-dataset-from-matrices"]], "Dataset subsets": [[3, "dataset-subsets"]], "Output help from underlying OptionHandler": [[3, "output-help-from-underlying-optionhandler"]], "Option handling": [[3, "option-handling"]], "Build classifier on dataset, output predictions": [[3, "build-classifier-on-dataset-output-predictions"]], "Build classifier on dataset, print model and draw graph": [[3, "build-classifier-on-dataset-print-model-and-draw-graph"]], "Build classifier incrementally with data and print model": [[3, "build-classifier-incrementally-with-data-and-print-model"]], "Cross-validate filtered classifier and print evaluation and display ROC": [[3, "cross-validate-filtered-classifier-and-print-evaluation-and-display-roc"]], "Cross-validate regressor, display classifier errors and predictions": [[3, "cross-validate-regressor-display-classifier-errors-and-predictions"]], "Parameter optimization - property names": [[3, "parameter-optimization-property-names"]], "Parameter optimization - GridSearch": [[3, "parameter-optimization-gridsearch"]], "Parameter optimization - MultiSearch": [[3, "parameter-optimization-multisearch"]], "Clustering": [[3, "clustering"]], "Associations": [[3, "associations"]], "Timeseries": [[3, "timeseries"]], "Serialization": [[3, "serialization"]], "Experiments": [[3, "experiments"]], "Partial classnames": [[3, "partial-classnames"]], "Packages": [[3, "packages"]], "Stop JVM": [[3, "stop-jvm"]], "Database access": [[3, "database-access"]], "Flow": [[4, "flow"]], "Overview": [[4, "overview"]], "Life cycle": [[4, "life-cycle"]], "Sources": [[4, "sources"]], "Transformers": [[4, "transformers"]], "Sinks": [[4, "sinks"]], "Control actors": [[4, "control-actors"]], "Conversions": [[4, "conversions"]], "Extending": [[4, "extending"]], "Introduction": [[5, "introduction"]], "Requirements": [[5, "requirements"]], "Contents": [[5, "contents"]], "API": [[5, "api"]], "Installation": [[6, "installation"]], "Prerequisites for all platforms": [[6, "prerequisites-for-all-platforms"]], "Optional features": [[6, "optional-features"]], "Ubuntu": [[6, "ubuntu"], [8, "ubuntu"]], "Debian": [[6, "debian"], [8, "debian"]], "Fedora/CentOS/Redhat": [[6, "fedora-centos-redhat"]], "Other Linux distributions": [[6, "other-linux-distributions"]], "COLAB": [[6, "colab"]], "Mac OSX": [[6, "mac-osx"]], "Windows using Anaconda": [[6, "windows-using-anaconda"]], "Windows": [[6, "windows"], [8, "windows"]], "From source": [[6, "from-source"]], "weka": [[7, "weka"]], "Troubleshooting": [[8, "troubleshooting"]], "General": [[8, "general"]], "Linux": [[8, "linux"]], "weka package": [[9, "weka-package"]], "Subpackages": [[9, "subpackages"]], "weka.associations module": [[9, "module-weka.associations"]], "weka.attribute_selection module": [[9, "module-weka.attribute_selection"]], "weka.classifiers module": [[9, "module-weka.classifiers"]], "weka.clusterers module": [[9, "module-weka.clusterers"]], "weka.datagenerators module": [[9, "module-weka.datagenerators"]], "weka.experiments module": [[9, "module-weka.experiments"]], "weka.filters module": [[9, "module-weka.filters"]], "weka.timeseries module": [[9, "module-weka.timeseries"]], "weka.core package": [[10, "weka-core-package"]], "weka.core.capabilities module": [[10, "module-weka.core.capabilities"]], "weka.core.classes module": [[10, "module-weka.core.classes"]], "weka.core.converters module": [[10, "module-weka.core.converters"]], "weka.core.database module": [[10, "module-weka.core.database"]], "weka.core.dataset module": [[10, "module-weka.core.dataset"]], "weka.core.distances module": [[10, "module-weka.core.distances"]], "weka.core.jvm module": [[10, "module-weka.core.jvm"]], "weka.core.packages module": [[10, "module-weka.core.packages"]], "weka.core.serialization module": [[10, "module-weka.core.serialization"]], "weka.core.stemmers module": [[10, "module-weka.core.stemmers"]], "weka.core.stopwords module": [[10, "module-weka.core.stopwords"]], "weka.core.tokenizers module": [[10, "module-weka.core.tokenizers"]], "weka.core.typeconv module": [[10, "module-weka.core.typeconv"]], "weka.core.utils module": [[10, "module-weka.core.utils"]], "weka.core.version module": [[10, "module-weka.core.version"]], "Module contents": [[10, "module-weka.core"], [11, "module-weka.flow"], [12, "module-weka.plot"]], "weka.flow package": [[11, "weka-flow-package"]], "weka.flow.container module": [[11, "module-weka.flow.container"]], "weka.flow.conversion module": [[11, "module-weka.flow.conversion"]], "weka.flow.sink module": [[11, "module-weka.flow.sink"]], "weka.flow.source module": [[11, "module-weka.flow.source"]], "weka.flow.transformer module": [[11, "module-weka.flow.transformer"]], "weka.plot package": [[12, "weka-plot-package"]], "weka.plot.classifiers module": [[12, "module-weka.plot.classifiers"]], "weka.plot.clusterers module": [[12, "module-weka.plot.clusterers"]], "weka.plot.dataset module": [[12, "module-weka.plot.dataset"]], "weka.plot.experiments module": [[12, "module-weka.plot.experiments"]], "weka.plot.graph module": [[12, "module-weka.plot.graph"]]}, "indexentries": {"asevaluation (class in weka.attribute_selection)": [[9, "weka.attribute_selection.ASEvaluation"]], "assearch (class in weka.attribute_selection)": [[9, "weka.attribute_selection.ASSearch"]], "associationrule (class in weka.associations)": [[9, "weka.associations.AssociationRule"]], "associationrules (class in weka.associations)": [[9, "weka.associations.AssociationRules"]], "associationrulesiterator (class in weka.associations)": [[9, "weka.associations.AssociationRulesIterator"]], "associator (class in weka.associations)": [[9, "weka.associations.Associator"]], "attributeselectedclassifier (class in weka.classifiers)": [[9, "weka.classifiers.AttributeSelectedClassifier"]], "attributeselection (class in weka.attribute_selection)": [[9, "weka.attribute_selection.AttributeSelection"]], "attributeselection (class in weka.filters)": [[9, "weka.filters.AttributeSelection"]], "classifier (class in weka.classifiers)": [[9, "weka.classifiers.Classifier"]], "clusterevaluation (class in weka.clusterers)": [[9, "weka.clusterers.ClusterEvaluation"]], "clusterer (class in weka.clusterers)": [[9, "weka.clusterers.Clusterer"]], "confidenceintervalforecaster (class in weka.timeseries)": [[9, "weka.timeseries.ConfidenceIntervalForecaster"]], "costmatrix (class in weka.classifiers)": [[9, "weka.classifiers.CostMatrix"]], "customperiodictest (class in weka.timeseries)": [[9, "weka.timeseries.CustomPeriodicTest"]], "datagenerator (class in weka.datagenerators)": [[9, "weka.datagenerators.DataGenerator"]], "errormodule (class in weka.timeseries)": [[9, "weka.timeseries.ErrorModule"]], "evaluation (class in weka.classifiers)": [[9, "weka.classifiers.Evaluation"]], "experiment (class in weka.experiments)": [[9, "weka.experiments.Experiment"]], "filter (class in weka.filters)": [[9, "weka.filters.Filter"]], "filteredclassifier (class in weka.classifiers)": [[9, "weka.classifiers.FilteredClassifier"]], "filteredclusterer (class in weka.clusterers)": [[9, "weka.clusterers.FilteredClusterer"]], "gridsearch (class in weka.classifiers)": [[9, "weka.classifiers.GridSearch"]], "incrementallyprimeable (class in weka.timeseries)": [[9, "weka.timeseries.IncrementallyPrimeable"]], "item (class in weka.associations)": [[9, "weka.associations.Item"]], "kernel (class in weka.classifiers)": [[9, "weka.classifiers.Kernel"]], "kernelclassifier (class in weka.classifiers)": [[9, "weka.classifiers.KernelClassifier"]], "multifilter (class in weka.filters)": [[9, "weka.filters.MultiFilter"]], "multisearch (class in weka.classifiers)": [[9, "weka.classifiers.MultiSearch"]], "multipleclassifierscombiner (class in weka.classifiers)": [[9, "weka.classifiers.MultipleClassifiersCombiner"]], "nominalprediction (class in weka.classifiers)": [[9, "weka.classifiers.NominalPrediction"]], "numericprediction (class in weka.classifiers)": [[9, "weka.classifiers.NumericPrediction"]], "overlayforecaster (class in weka.timeseries)": [[9, "weka.timeseries.OverlayForecaster"]], "periodicity (class in weka.timeseries)": [[9, "weka.timeseries.Periodicity"]], "periodicityhandler (class in weka.timeseries)": [[9, "weka.timeseries.PeriodicityHandler"]], "prediction (class in weka.classifiers)": [[9, "weka.classifiers.Prediction"]], "predictionoutput (class in weka.classifiers)": [[9, "weka.classifiers.PredictionOutput"]], "resultmatrix (class in weka.experiments)": [[9, "weka.experiments.ResultMatrix"]], "simplecrossvalidationexperiment (class in weka.experiments)": [[9, "weka.experiments.SimpleCrossValidationExperiment"]], "simpleexperiment (class in weka.experiments)": [[9, "weka.experiments.SimpleExperiment"]], "simplerandomsplitexperiment (class in weka.experiments)": [[9, "weka.experiments.SimpleRandomSplitExperiment"]], "singleclassifierenhancer (class in weka.classifiers)": [[9, "weka.classifiers.SingleClassifierEnhancer"]], "singleclustererenhancer (class in weka.clusterers)": [[9, "weka.clusterers.SingleClustererEnhancer"]], "stringtowordvector (class in weka.filters)": [[9, "weka.filters.StringToWordVector"]], "tsevalmodule (class in weka.timeseries)": [[9, "weka.timeseries.TSEvalModule"]], "tsevaluation (class in weka.timeseries)": [[9, "weka.timeseries.TSEvaluation"]], "tsforecaster (class in weka.timeseries)": [[9, "weka.timeseries.TSForecaster"]], "tslagmaker (class in weka.timeseries)": [[9, "weka.timeseries.TSLagMaker"]], "tslaguser (class in weka.timeseries)": [[9, "weka.timeseries.TSLagUser"]], "testpart (class in weka.timeseries)": [[9, "weka.timeseries.TestPart"]], "tester (class in weka.experiments)": [[9, "weka.experiments.Tester"]], "wekaforecaster (class in weka.timeseries)": [[9, "weka.timeseries.WekaForecaster"]], "actual (weka.classifiers.prediction property)": [[9, "weka.classifiers.Prediction.actual"]], "add_am_indicator (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.add_am_indicator"]], "add_custom_periodic() (weka.timeseries.tslagmaker method)": [[9, "weka.timeseries.TSLagMaker.add_custom_periodic"]], "add_custom_periodic() (weka.timeseries.wekaforecaster method)": [[9, "weka.timeseries.WekaForecaster.add_custom_periodic"]], "add_day_of_month (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.add_day_of_month"]], "add_day_of_week (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.add_day_of_week"]], "add_month_of_year (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.add_month_of_year"]], "add_num_days_in_month (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.add_num_days_in_month"]], "add_quarter_of_year (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.add_quarter_of_year"]], "add_weekend_indicator (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.add_weekend_indicator"]], "additional_measure() (weka.classifiers.classifier method)": [[9, "weka.classifiers.Classifier.additional_measure"]], "additional_measures (weka.classifiers.classifier property)": [[9, "weka.classifiers.Classifier.additional_measures"]], "adjust_for_trends (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.adjust_for_trends"]], "adjust_for_variance (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.adjust_for_variance"]], "algorithm_name (weka.timeseries.tsforecaster property)": [[9, "weka.timeseries.TSForecaster.algorithm_name"]], "append() (weka.classifiers.multipleclassifierscombiner method)": [[9, "weka.classifiers.MultipleClassifiersCombiner.append"]], "append() (weka.filters.multifilter method)": [[9, "weka.filters.MultiFilter.append"]], "apply_cost_matrix() (weka.classifiers.costmatrix method)": [[9, "weka.classifiers.CostMatrix.apply_cost_matrix"]], "area_under_prc() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.area_under_prc"]], "area_under_roc() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.area_under_roc"]], "artificial_time_start_value (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.artificial_time_start_value"]], "association_rules() (weka.associations.associator method)": [[9, "weka.associations.Associator.association_rules"]], "attribute (weka.associations.item property)": [[9, "weka.associations.Item.attribute"]], "attribute_selection() (weka.attribute_selection.attributeselection class method)": [[9, "weka.attribute_selection.AttributeSelection.attribute_selection"]], "average() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.average"]], "average_consecutive_long_lags (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.average_consecutive_long_lags"]], "average_lags_after (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.average_lags_after"]], "avg_cost (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.avg_cost"]], "avg_silhouette_coefficient() (in module weka.clusterers)": [[9, "weka.clusterers.avg_silhouette_coefficient"]], "base_forecaster (weka.timeseries.wekaforecaster property)": [[9, "weka.timeseries.WekaForecaster.base_forecaster"]], "base_model_has_serializer (weka.timeseries.tsforecaster property)": [[9, "weka.timeseries.TSForecaster.base_model_has_serializer"]], "batch_finished() (weka.filters.filter method)": [[9, "weka.filters.Filter.batch_finished"]], "batch_size (weka.classifiers.classifier property)": [[9, "weka.classifiers.Classifier.batch_size"]], "best (weka.classifiers.gridsearch property)": [[9, "weka.classifiers.GridSearch.best"]], "best (weka.classifiers.multisearch property)": [[9, "weka.classifiers.MultiSearch.best"]], "buffer_content() (weka.classifiers.predictionoutput method)": [[9, "weka.classifiers.PredictionOutput.buffer_content"]], "build_associations() (weka.associations.associator method)": [[9, "weka.associations.Associator.build_associations"]], "build_classifier() (weka.classifiers.classifier method)": [[9, "weka.classifiers.Classifier.build_classifier"]], "build_clusterer() (weka.clusterers.clusterer method)": [[9, "weka.clusterers.Clusterer.build_clusterer"]], "build_evaluator() (weka.attribute_selection.asevaluation method)": [[9, "weka.attribute_selection.ASEvaluation.build_evaluator"]], "build_forecaster() (weka.timeseries.tsforecaster method)": [[9, "weka.timeseries.TSForecaster.build_forecaster"]], "build_kernel() (weka.classifiers.kernel method)": [[9, "weka.classifiers.Kernel.build_kernel"]], "calculate_conf_intervals_for_forecasts (weka.timeseries.confidenceintervalforecaster property)": [[9, "weka.timeseries.ConfidenceIntervalForecaster.calculate_conf_intervals_for_forecasts"]], "calculate_measure() (weka.timeseries.tsevalmodule method)": [[9, "weka.timeseries.TSEvalModule.calculate_measure"]], "can_produce_rules() (weka.associations.associator method)": [[9, "weka.associations.Associator.can_produce_rules"]], "capabilities (weka.associations.associator property)": [[9, "weka.associations.Associator.capabilities"]], "capabilities (weka.attribute_selection.asevaluation property)": [[9, "weka.attribute_selection.ASEvaluation.capabilities"]], "capabilities (weka.classifiers.classifier property)": [[9, "weka.classifiers.Classifier.capabilities"]], "capabilities (weka.clusterers.clusterer property)": [[9, "weka.clusterers.Clusterer.capabilities"]], "capabilities() (weka.classifiers.kernel method)": [[9, "weka.classifiers.Kernel.capabilities"]], "capabilities() (weka.filters.filter method)": [[9, "weka.filters.Filter.capabilities"]], "check_for_modified_class_attribute() (weka.classifiers.filteredclassifier method)": [[9, "weka.classifiers.FilteredClassifier.check_for_modified_class_attribute"]], "checks_turned_off (weka.classifiers.kernel property)": [[9, "weka.classifiers.Kernel.checks_turned_off"]], "class_details() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.class_details"]], "class_priors (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.class_priors"]], "classes_to_clusters (weka.clusterers.clusterevaluation property)": [[9, "weka.clusterers.ClusterEvaluation.classes_to_clusters"]], "classifier (weka.classifiers.singleclassifierenhancer property)": [[9, "weka.classifiers.SingleClassifierEnhancer.classifier"]], "classifiers (weka.classifiers.multipleclassifierscombiner property)": [[9, "weka.classifiers.MultipleClassifiersCombiner.classifiers"]], "classify_instance() (weka.classifiers.classifier method)": [[9, "weka.classifiers.Classifier.classify_instance"]], "clean() (weka.classifiers.kernel method)": [[9, "weka.classifiers.Kernel.clean"]], "clear() (weka.classifiers.multipleclassifierscombiner method)": [[9, "weka.classifiers.MultipleClassifiersCombiner.clear"]], "clear() (weka.filters.multifilter method)": [[9, "weka.filters.MultiFilter.clear"]], "clear_custom_periodics() (weka.timeseries.tslagmaker method)": [[9, "weka.timeseries.TSLagMaker.clear_custom_periodics"]], "clear_custom_periodics() (weka.timeseries.wekaforecaster method)": [[9, "weka.timeseries.WekaForecaster.clear_custom_periodics"]], "clear_lag_histories() (weka.timeseries.tslagmaker method)": [[9, "weka.timeseries.TSLagMaker.clear_lag_histories"]], "clear_previous_state() (weka.timeseries.tsforecaster method)": [[9, "weka.timeseries.TSForecaster.clear_previous_state"]], "cluster_assignments (weka.clusterers.clusterevaluation property)": [[9, "weka.clusterers.ClusterEvaluation.cluster_assignments"]], "cluster_instance() (weka.clusterers.clusterer method)": [[9, "weka.clusterers.Clusterer.cluster_instance"]], "cluster_results (weka.clusterers.clusterevaluation property)": [[9, "weka.clusterers.ClusterEvaluation.cluster_results"]], "clusterer (weka.clusterers.singleclustererenhancer property)": [[9, "weka.clusterers.SingleClustererEnhancer.clusterer"]], "columns (weka.experiments.resultmatrix property)": [[9, "weka.experiments.ResultMatrix.columns"]], "comparison (weka.associations.item property)": [[9, "weka.associations.Item.comparison"]], "confidence_level (weka.timeseries.confidenceintervalforecaster property)": [[9, "weka.timeseries.ConfidenceIntervalForecaster.confidence_level"]], "configure_resultproducer() (weka.experiments.simplecrossvalidationexperiment method)": [[9, "weka.experiments.SimpleCrossValidationExperiment.configure_resultproducer"]], "configure_resultproducer() (weka.experiments.simpleexperiment method)": [[9, "weka.experiments.SimpleExperiment.configure_resultproducer"]], "configure_resultproducer() (weka.experiments.simplerandomsplitexperiment method)": [[9, "weka.experiments.SimpleRandomSplitExperiment.configure_resultproducer"]], "configure_splitevaluator() (weka.experiments.simpleexperiment method)": [[9, "weka.experiments.SimpleExperiment.configure_splitevaluator"]], "confusion_matrix (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.confusion_matrix"]], "consequence (weka.associations.associationrule property)": [[9, "weka.associations.AssociationRule.consequence"]], "consequence_support (weka.associations.associationrule property)": [[9, "weka.associations.AssociationRule.consequence_support"]], "convert_instance() (weka.attribute_selection.asevaluation method)": [[9, "weka.attribute_selection.ASEvaluation.convert_instance"]], "correct (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.correct"]], "correlation_coefficient (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.correlation_coefficient"]], "counts_for_targets() (weka.timeseries.errormodule method)": [[9, "weka.timeseries.ErrorModule.counts_for_targets"]], "coverage_of_test_cases_by_predicted_regions (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.coverage_of_test_cases_by_predicted_regions"]], "create_time_lag_cross_products() (weka.timeseries.tslagmaker method)": [[9, "weka.timeseries.TSLagMaker.create_time_lag_cross_products"]], "crossvalidate_model() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.crossvalidate_model"]], "crossvalidate_model() (weka.clusterers.clusterevaluation class method)": [[9, "weka.clusterers.ClusterEvaluation.crossvalidate_model"]], "crossvalidation() (weka.attribute_selection.attributeselection method)": [[9, "weka.attribute_selection.AttributeSelection.crossvalidation"]], "cumulative_margin_distribution() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.cumulative_margin_distribution"]], "current_timestamp_value (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.current_timestamp_value"]], "cv_results (weka.attribute_selection.attributeselection property)": [[9, "weka.attribute_selection.AttributeSelection.cv_results"]], "dataset_columns (weka.experiments.tester property)": [[9, "weka.experiments.Tester.dataset_columns"]], "dataset_format (weka.datagenerators.datagenerator property)": [[9, "weka.datagenerators.DataGenerator.dataset_format"]], "day() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.day"]], "day_of_month() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.day_of_month"]], "day_of_week() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.day_of_week"]], "day_of_year() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.day_of_year"]], "decrease_frequency() (weka.associations.item method)": [[9, "weka.associations.Item.decrease_frequency"]], "define_data_format() (weka.datagenerators.datagenerator method)": [[9, "weka.datagenerators.DataGenerator.define_data_format"]], "definition (weka.timeseries.tsevalmodule property)": [[9, "weka.timeseries.TSEvalModule.definition"]], "delta_time (weka.timeseries.periodicityhandler property)": [[9, "weka.timeseries.PeriodicityHandler.delta_time"]], "delta_time (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.delta_time"]], "description (weka.timeseries.tsevalmodule property)": [[9, "weka.timeseries.TSEvalModule.description"]], "deserialize() (weka.classifiers.classifier class method)": [[9, "weka.classifiers.Classifier.deserialize"]], "deserialize() (weka.clusterers.clusterer class method)": [[9, "weka.clusterers.Clusterer.deserialize"]], "deserialize() (weka.filters.filter class method)": [[9, "weka.filters.Filter.deserialize"]], "discard_predictions (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.discard_predictions"]], "distribution (weka.classifiers.nominalprediction property)": [[9, "weka.classifiers.NominalPrediction.distribution"]], "distribution_for_instance() (weka.classifiers.classifier method)": [[9, "weka.classifiers.Classifier.distribution_for_instance"]], "distribution_for_instance() (weka.clusterers.clusterer method)": [[9, "weka.clusterers.Clusterer.distribution_for_instance"]], "distributions_for_instances() (weka.classifiers.classifier method)": [[9, "weka.classifiers.Classifier.distributions_for_instances"]], "error (weka.classifiers.numericprediction property)": [[9, "weka.classifiers.NumericPrediction.error"]], "error_rate (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.error_rate"]], "errors_for_target() (weka.timeseries.errormodule method)": [[9, "weka.timeseries.ErrorModule.errors_for_target"]], "eval() (weka.classifiers.kernel method)": [[9, "weka.classifiers.Kernel.eval"]], "eval() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.eval"]], "eval_name (weka.timeseries.tsevalmodule property)": [[9, "weka.timeseries.TSEvalModule.eval_name"]], "evaluate() (weka.timeseries.customperiodictest method)": [[9, "weka.timeseries.CustomPeriodicTest.evaluate"]], "evaluate() (weka.timeseries.tsevaluation method)": [[9, "weka.timeseries.TSEvaluation.evaluate"]], "evaluate_clusterer() (weka.clusterers.clusterevaluation class method)": [[9, "weka.clusterers.ClusterEvaluation.evaluate_clusterer"]], "evaluate_for_instance() (weka.timeseries.tsevalmodule method)": [[9, "weka.timeseries.TSEvalModule.evaluate_for_instance"]], "evaluate_forecaster() (weka.timeseries.tsevaluation class method)": [[9, "weka.timeseries.TSEvaluation.evaluate_forecaster"]], "evaluate_model() (weka.classifiers.evaluation class method)": [[9, "weka.classifiers.Evaluation.evaluate_model"]], "evaluate_on_test_data (weka.timeseries.tsevaluation property)": [[9, "weka.timeseries.TSEvaluation.evaluate_on_test_data"]], "evaluate_on_training_data (weka.timeseries.tsevaluation property)": [[9, "weka.timeseries.TSEvaluation.evaluate_on_training_data"]], "evaluate_train_test_split() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.evaluate_train_test_split"]], "evaluation (weka.classifiers.gridsearch property)": [[9, "weka.classifiers.GridSearch.evaluation"]], "evaluation (weka.classifiers.multisearch property)": [[9, "weka.classifiers.MultiSearch.evaluation"]], "evaluation_modules (weka.timeseries.tsevaluation property)": [[9, "weka.timeseries.TSEvaluation.evaluation_modules"]], "evaluator (weka.classifiers.attributeselectedclassifier property)": [[9, "weka.classifiers.AttributeSelectedClassifier.evaluator"]], "evaluator (weka.filters.attributeselection property)": [[9, "weka.filters.AttributeSelection.evaluator"]], "evaluator() (weka.attribute_selection.attributeselection method)": [[9, "weka.attribute_selection.AttributeSelection.evaluator"]], "expected_costs() (weka.classifiers.costmatrix method)": [[9, "weka.classifiers.CostMatrix.expected_costs"]], "experiment() (weka.experiments.simpleexperiment method)": [[9, "weka.experiments.SimpleExperiment.experiment"]], "f_measure() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.f_measure"]], "false_negative_rate() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.false_negative_rate"]], "false_positive_rate() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.false_positive_rate"]], "fields_to_forecast (weka.timeseries.tsforecaster property)": [[9, "weka.timeseries.TSForecaster.fields_to_forecast"]], "fields_to_lag (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.fields_to_lag"]], "fields_to_lag_as_string (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.fields_to_lag_as_string"]], "filter (weka.classifiers.filteredclassifier property)": [[9, "weka.classifiers.FilteredClassifier.filter"]], "filter (weka.clusterers.filteredclusterer property)": [[9, "weka.clusterers.FilteredClusterer.filter"]], "filter() (weka.filters.filter method)": [[9, "weka.filters.Filter.filter"]], "filters (weka.filters.multifilter property)": [[9, "weka.filters.MultiFilter.filters"]], "fold_column (weka.experiments.tester property)": [[9, "weka.experiments.Tester.fold_column"]], "folds() (weka.attribute_selection.attributeselection method)": [[9, "weka.attribute_selection.AttributeSelection.folds"]], "forecast() (weka.timeseries.tsforecaster method)": [[9, "weka.timeseries.TSForecaster.forecast"]], "forecast_future (weka.timeseries.tsevaluation property)": [[9, "weka.timeseries.TSEvaluation.forecast_future"]], "forecast_with_overlays() (weka.timeseries.overlayforecaster method)": [[9, "weka.timeseries.OverlayForecaster.forecast_with_overlays"]], "frequency (weka.associations.item property)": [[9, "weka.associations.Item.frequency"]], "generate_example() (weka.datagenerators.datagenerator method)": [[9, "weka.datagenerators.DataGenerator.generate_example"]], "generate_examples() (weka.datagenerators.datagenerator method)": [[9, "weka.datagenerators.DataGenerator.generate_examples"]], "generate_finish() (weka.datagenerators.datagenerator method)": [[9, "weka.datagenerators.DataGenerator.generate_finish"]], "generate_start() (weka.datagenerators.datagenerator method)": [[9, "weka.datagenerators.DataGenerator.generate_start"]], "get_cell() (weka.classifiers.costmatrix method)": [[9, "weka.classifiers.CostMatrix.get_cell"]], "get_col_name() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.get_col_name"]], "get_element() (weka.classifiers.costmatrix method)": [[9, "weka.classifiers.CostMatrix.get_element"]], "get_max_cost() (weka.classifiers.costmatrix method)": [[9, "weka.classifiers.CostMatrix.get_max_cost"]], "get_mean() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.get_mean"]], "get_row_name() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.get_row_name"]], "get_stdev() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.get_stdev"]], "graph (weka.classifiers.classifier property)": [[9, "weka.classifiers.Classifier.graph"]], "graph (weka.clusterers.clusterer property)": [[9, "weka.clusterers.Clusterer.graph"]], "graph_type (weka.classifiers.classifier property)": [[9, "weka.classifiers.Classifier.graph_type"]], "graph_type (weka.clusterers.clusterer property)": [[9, "weka.clusterers.Clusterer.graph_type"]], "has_efficient_batch_prediction() (weka.classifiers.classifier method)": [[9, "weka.classifiers.Classifier.has_efficient_batch_prediction"]], "header (weka.associations.associator property)": [[9, "weka.associations.Associator.header"]], "header (weka.attribute_selection.asevaluation property)": [[9, "weka.attribute_selection.ASEvaluation.header"]], "header (weka.attribute_selection.assearch property)": [[9, "weka.attribute_selection.ASSearch.header"]], "header (weka.classifiers.classifier property)": [[9, "weka.classifiers.Classifier.header"]], "header (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.header"]], "header (weka.classifiers.predictionoutput property)": [[9, "weka.classifiers.PredictionOutput.header"]], "header (weka.clusterers.clusterer property)": [[9, "weka.clusterers.Clusterer.header"]], "header (weka.timeseries.tsforecaster property)": [[9, "weka.timeseries.TSForecaster.header"]], "header() (weka.experiments.tester method)": [[9, "weka.experiments.Tester.header"]], "hide_col() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.hide_col"]], "hide_row() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.hide_row"]], "horizon (weka.timeseries.tsevaluation property)": [[9, "weka.timeseries.TSEvaluation.horizon"]], "hour_of_day() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.hour_of_day"]], "include_powers_of_time (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.include_powers_of_time"]], "include_timelag_products (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.include_timelag_products"]], "incorrect (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.incorrect"]], "increase_frequency() (weka.associations.item method)": [[9, "weka.associations.Item.increase_frequency"]], "increment_artificial_time_value() (weka.timeseries.tslagmaker method)": [[9, "weka.timeseries.TSLagMaker.increment_artificial_time_value"]], "init_columns() (weka.experiments.tester method)": [[9, "weka.experiments.Tester.init_columns"]], "initialize() (weka.classifiers.costmatrix method)": [[9, "weka.classifiers.CostMatrix.initialize"]], "input() (weka.filters.filter method)": [[9, "weka.filters.Filter.input"]], "inputformat() (weka.filters.filter method)": [[9, "weka.filters.Filter.inputformat"]], "instances (weka.experiments.tester property)": [[9, "weka.experiments.Tester.instances"]], "is_col_hidden() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.is_col_hidden"]], "is_producing_confidence_intervals (weka.timeseries.confidenceintervalforecaster property)": [[9, "weka.timeseries.ConfidenceIntervalForecaster.is_producing_confidence_intervals"]], "is_row_hidden() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.is_row_hidden"]], "is_upper (weka.timeseries.testpart property)": [[9, "weka.timeseries.TestPart.is_upper"]], "is_using_artificial_time_index (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.is_using_artificial_time_index"]], "is_using_overlay_data (weka.timeseries.overlayforecaster property)": [[9, "weka.timeseries.OverlayForecaster.is_using_overlay_data"]], "item_value (weka.associations.item property)": [[9, "weka.associations.Item.item_value"]], "kappa (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.kappa"]], "kb_information (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.kb_information"]], "kb_mean_information (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.kb_mean_information"]], "kb_relative_information (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.kb_relative_information"]], "kernel (weka.classifiers.kernelclassifier property)": [[9, "weka.classifiers.KernelClassifier.kernel"]], "label (weka.timeseries.customperiodictest property)": [[9, "weka.timeseries.CustomPeriodicTest.label"]], "lag_range (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.lag_range"]], "load() (weka.experiments.simpleexperiment class method)": [[9, "weka.experiments.SimpleExperiment.load"]], "load_base_model() (weka.timeseries.tsforecaster method)": [[9, "weka.timeseries.TSForecaster.load_base_model"]], "load_serialized_state() (weka.timeseries.tsforecaster method)": [[9, "weka.timeseries.TSForecaster.load_serialized_state"]], "log_likelihood (weka.clusterers.clusterevaluation property)": [[9, "weka.clusterers.ClusterEvaluation.log_likelihood"]], "lower_test() (weka.timeseries.customperiodictest method)": [[9, "weka.timeseries.CustomPeriodicTest.lower_test"]], "main() (in module weka.associations)": [[9, "weka.associations.main"]], "main() (in module weka.attribute_selection)": [[9, "weka.attribute_selection.main"]], "main() (in module weka.classifiers)": [[9, "weka.classifiers.main"]], "main() (in module weka.clusterers)": [[9, "weka.clusterers.main"]], "main() (in module weka.datagenerators)": [[9, "weka.datagenerators.main"]], "main() (in module weka.filters)": [[9, "weka.filters.main"]], "make_copy() (weka.associations.associator class method)": [[9, "weka.associations.Associator.make_copy"]], "make_copy() (weka.classifiers.classifier class method)": [[9, "weka.classifiers.Classifier.make_copy"]], "make_copy() (weka.classifiers.kernel class method)": [[9, "weka.classifiers.Kernel.make_copy"]], "make_copy() (weka.clusterers.clusterer class method)": [[9, "weka.clusterers.Clusterer.make_copy"]], "make_copy() (weka.datagenerators.datagenerator class method)": [[9, "weka.datagenerators.DataGenerator.make_copy"]], "make_copy() (weka.filters.filter class method)": [[9, "weka.filters.Filter.make_copy"]], "make_data() (weka.datagenerators.datagenerator class method)": [[9, "weka.datagenerators.DataGenerator.make_data"]], "margin (weka.classifiers.nominalprediction property)": [[9, "weka.classifiers.NominalPrediction.margin"]], "matrix() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.matrix"]], "matthews_correlation_coefficient() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.matthews_correlation_coefficient"]], "max_lag (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.max_lag"]], "mean_absolute_error (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.mean_absolute_error"]], "mean_prior_absolute_error (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.mean_prior_absolute_error"]], "metric_names (weka.associations.associationrule property)": [[9, "weka.associations.AssociationRule.metric_names"]], "metric_value() (weka.associations.associationrule method)": [[9, "weka.associations.AssociationRule.metric_value"]], "metric_values (weka.associations.associationrule property)": [[9, "weka.associations.AssociationRule.metric_values"]], "min_lag (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.min_lag"]], "minute_of_hour() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.minute_of_hour"]], "module": [[9, "module-weka.associations"], [9, "module-weka.attribute_selection"], [9, "module-weka.classifiers"], [9, "module-weka.clusterers"], [9, "module-weka.datagenerators"], [9, "module-weka.experiments"], [9, "module-weka.filters"], [9, "module-weka.timeseries"], [10, "module-weka.core"], [10, "module-weka.core.capabilities"], [10, "module-weka.core.classes"], [10, "module-weka.core.converters"], [10, "module-weka.core.database"], [10, "module-weka.core.dataset"], [10, "module-weka.core.distances"], [10, "module-weka.core.jvm"], [10, "module-weka.core.packages"], [10, "module-weka.core.serialization"], [10, "module-weka.core.stemmers"], [10, "module-weka.core.stopwords"], [10, "module-weka.core.tokenizers"], [10, "module-weka.core.typeconv"], [10, "module-weka.core.utils"], [10, "module-weka.core.version"], [11, "module-weka.flow"], [11, "module-weka.flow.container"], [11, "module-weka.flow.conversion"], [11, "module-weka.flow.sink"], [11, "module-weka.flow.source"], [11, "module-weka.flow.transformer"], [12, "module-weka.plot"], [12, "module-weka.plot.classifiers"], [12, "module-weka.plot.clusterers"], [12, "module-weka.plot.dataset"], [12, "module-weka.plot.experiments"], [12, "module-weka.plot.graph"]], "module() (weka.timeseries.tsevalmodule class method)": [[9, "weka.timeseries.TSEvalModule.module"]], "module_list() (weka.timeseries.tsevalmodule class method)": [[9, "weka.timeseries.TSEvalModule.module_list"]], "month (weka.timeseries.testpart property)": [[9, "weka.timeseries.TestPart.month"]], "multi_resultset_full() (weka.experiments.tester method)": [[9, "weka.experiments.Tester.multi_resultset_full"]], "multi_resultset_ranking() (weka.experiments.tester method)": [[9, "weka.experiments.Tester.multi_resultset_ranking"]], "multi_resultset_summary() (weka.experiments.tester method)": [[9, "weka.experiments.Tester.multi_resultset_summary"]], "normalize() (weka.classifiers.costmatrix method)": [[9, "weka.classifiers.CostMatrix.normalize"]], "num_clusters (weka.clusterers.clusterevaluation property)": [[9, "weka.clusterers.ClusterEvaluation.num_clusters"]], "num_columns (weka.classifiers.costmatrix property)": [[9, "weka.classifiers.CostMatrix.num_columns"]], "num_consecutive_long_lags_to_average (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.num_consecutive_long_lags_to_average"]], "num_examples_act (weka.datagenerators.datagenerator property)": [[9, "weka.datagenerators.DataGenerator.num_examples_act"]], "num_false_negatives() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.num_false_negatives"]], "num_false_positives() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.num_false_positives"]], "num_instances (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.num_instances"]], "num_rows (weka.classifiers.costmatrix property)": [[9, "weka.classifiers.CostMatrix.num_rows"]], "num_true_negatives() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.num_true_negatives"]], "num_true_positives() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.num_true_positives"]], "number_attributes_selected (weka.attribute_selection.attributeselection property)": [[9, "weka.attribute_selection.AttributeSelection.number_attributes_selected"]], "number_of_clusters (weka.clusterers.clusterer property)": [[9, "weka.clusterers.Clusterer.number_of_clusters"]], "operator() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.operator"]], "output() (weka.filters.filter method)": [[9, "weka.filters.Filter.output"]], "outputformat() (weka.filters.filter method)": [[9, "weka.filters.Filter.outputformat"]], "overlay_fields (weka.timeseries.overlayforecaster property)": [[9, "weka.timeseries.OverlayForecaster.overlay_fields"]], "overlay_fields (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.overlay_fields"]], "parameters (weka.classifiers.multisearch property)": [[9, "weka.classifiers.MultiSearch.parameters"]], "parse_matlab() (weka.classifiers.costmatrix class method)": [[9, "weka.classifiers.CostMatrix.parse_matlab"]], "percent_correct (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.percent_correct"]], "percent_incorrect (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.percent_incorrect"]], "percent_unclassified (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.percent_unclassified"]], "periodicity (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.periodicity"]], "post_process() (weka.attribute_selection.asevaluation method)": [[9, "weka.attribute_selection.ASEvaluation.post_process"]], "precision() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.precision"]], "predicted (weka.classifiers.prediction property)": [[9, "weka.classifiers.Prediction.predicted"]], "prediction_intervals (weka.classifiers.numericprediction property)": [[9, "weka.classifiers.NumericPrediction.prediction_intervals"]], "predictions (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.predictions"]], "predictions_for_all_targets() (weka.timeseries.errormodule method)": [[9, "weka.timeseries.ErrorModule.predictions_for_all_targets"]], "predictions_for_target() (weka.timeseries.errormodule method)": [[9, "weka.timeseries.ErrorModule.predictions_for_target"]], "predictions_for_test_data() (weka.timeseries.tsevaluation method)": [[9, "weka.timeseries.TSEvaluation.predictions_for_test_data"]], "predictions_for_training_data() (weka.timeseries.tsevaluation method)": [[9, "weka.timeseries.TSEvaluation.predictions_for_training_data"]], "predictions_to_instances() (in module weka.classifiers)": [[9, "weka.classifiers.predictions_to_instances"]], "premise (weka.associations.associationrule property)": [[9, "weka.associations.AssociationRule.premise"]], "premise_support (weka.associations.associationrule property)": [[9, "weka.associations.AssociationRule.premise_support"]], "previous_state (weka.timeseries.tsforecaster property)": [[9, "weka.timeseries.TSForecaster.previous_state"]], "primary_metric_name (weka.associations.associationrule property)": [[9, "weka.associations.AssociationRule.primary_metric_name"]], "primary_metric_value (weka.associations.associationrule property)": [[9, "weka.associations.AssociationRule.primary_metric_value"]], "primary_periodic_field_name (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.primary_periodic_field_name"]], "prime_for_test_data_with_test_data (weka.timeseries.tsevaluation property)": [[9, "weka.timeseries.TSEvaluation.prime_for_test_data_with_test_data"]], "prime_forecaster() (weka.timeseries.tsforecaster method)": [[9, "weka.timeseries.TSForecaster.prime_forecaster"]], "prime_forecaster_incremental() (weka.timeseries.incrementallyprimeable method)": [[9, "weka.timeseries.IncrementallyPrimeable.prime_forecaster_incremental"]], "prime_window_size (weka.timeseries.tsevaluation property)": [[9, "weka.timeseries.TSEvaluation.prime_window_size"]], "print_all() (weka.classifiers.predictionoutput method)": [[9, "weka.classifiers.PredictionOutput.print_all"]], "print_classification() (weka.classifiers.predictionoutput method)": [[9, "weka.classifiers.PredictionOutput.print_classification"]], "print_classifications() (weka.classifiers.predictionoutput method)": [[9, "weka.classifiers.PredictionOutput.print_classifications"]], "print_footer() (weka.classifiers.predictionoutput method)": [[9, "weka.classifiers.PredictionOutput.print_footer"]], "print_future_forecast_on_test_data() (weka.timeseries.tsevaluation method)": [[9, "weka.timeseries.TSEvaluation.print_future_forecast_on_test_data"]], "print_future_forecast_on_training_data() (weka.timeseries.tsevaluation method)": [[9, "weka.timeseries.TSEvaluation.print_future_forecast_on_training_data"]], "print_header() (weka.classifiers.predictionoutput method)": [[9, "weka.classifiers.PredictionOutput.print_header"]], "print_predictions_for_test_data() (weka.timeseries.tsevaluation method)": [[9, "weka.timeseries.TSEvaluation.print_predictions_for_test_data"]], "print_predictions_for_training_data() (weka.timeseries.tsevaluation method)": [[9, "weka.timeseries.TSEvaluation.print_predictions_for_training_data"]], "producer (weka.associations.associationrules property)": [[9, "weka.associations.AssociationRules.producer"]], "rank_results (weka.attribute_selection.attributeselection property)": [[9, "weka.attribute_selection.AttributeSelection.rank_results"]], "ranked_attributes (weka.attribute_selection.attributeselection property)": [[9, "weka.attribute_selection.AttributeSelection.ranked_attributes"]], "ranking() (weka.attribute_selection.attributeselection method)": [[9, "weka.attribute_selection.AttributeSelection.ranking"]], "rebuild_model_after_each_test_forecast_step (weka.timeseries.tsevaluation property)": [[9, "weka.timeseries.TSEvaluation.rebuild_model_after_each_test_forecast_step"]], "recall() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.recall"]], "reduce_dimensionality() (weka.attribute_selection.attributeselection method)": [[9, "weka.attribute_selection.AttributeSelection.reduce_dimensionality"]], "relative_absolute_error (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.relative_absolute_error"]], "remove_leading_instances_with_unknown_lag_values (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.remove_leading_instances_with_unknown_lag_values"]], "reset() (weka.timeseries.tsevalmodule method)": [[9, "weka.timeseries.TSEvalModule.reset"]], "reset() (weka.timeseries.tsforecaster method)": [[9, "weka.timeseries.TSForecaster.reset"]], "result_columns (weka.experiments.tester property)": [[9, "weka.experiments.Tester.result_columns"]], "resultmatrix (weka.experiments.tester property)": [[9, "weka.experiments.Tester.resultmatrix"]], "results_string (weka.attribute_selection.attributeselection property)": [[9, "weka.attribute_selection.AttributeSelection.results_string"]], "root_mean_prior_squared_error (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.root_mean_prior_squared_error"]], "root_mean_squared_error (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.root_mean_squared_error"]], "root_relative_squared_error (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.root_relative_squared_error"]], "rows (weka.experiments.resultmatrix property)": [[9, "weka.experiments.ResultMatrix.rows"]], "rule_metric_names (weka.associations.associator property)": [[9, "weka.associations.Associator.rule_metric_names"]], "run() (weka.experiments.simpleexperiment method)": [[9, "weka.experiments.SimpleExperiment.run"]], "run_column (weka.experiments.tester property)": [[9, "weka.experiments.Tester.run_column"]], "run_forecaster() (weka.timeseries.tsforecaster method)": [[9, "weka.timeseries.TSForecaster.run_forecaster"]], "save() (weka.experiments.simpleexperiment class method)": [[9, "weka.experiments.SimpleExperiment.save"]], "save_base_model() (weka.timeseries.tsforecaster method)": [[9, "weka.timeseries.TSForecaster.save_base_model"]], "search (weka.classifiers.attributeselectedclassifier property)": [[9, "weka.classifiers.AttributeSelectedClassifier.search"]], "search (weka.filters.attributeselection property)": [[9, "weka.filters.AttributeSelection.search"]], "search() (weka.attribute_selection.assearch method)": [[9, "weka.attribute_selection.ASSearch.search"]], "search() (weka.attribute_selection.attributeselection method)": [[9, "weka.attribute_selection.AttributeSelection.search"]], "second() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.second"]], "seed() (weka.attribute_selection.attributeselection method)": [[9, "weka.attribute_selection.AttributeSelection.seed"]], "select_attributes() (weka.attribute_selection.attributeselection method)": [[9, "weka.attribute_selection.AttributeSelection.select_attributes"]], "select_attributes_cv_split() (weka.attribute_selection.attributeselection method)": [[9, "weka.attribute_selection.AttributeSelection.select_attributes_cv_split"]], "selected_attributes (weka.attribute_selection.attributeselection property)": [[9, "weka.attribute_selection.AttributeSelection.selected_attributes"]], "serialize() (weka.classifiers.classifier method)": [[9, "weka.classifiers.Classifier.serialize"]], "serialize() (weka.clusterers.clusterer method)": [[9, "weka.clusterers.Clusterer.serialize"]], "serialize() (weka.filters.filter method)": [[9, "weka.filters.Filter.serialize"]], "serialize_state() (weka.timeseries.tsforecaster method)": [[9, "weka.timeseries.TSForecaster.serialize_state"]], "set_cell() (weka.classifiers.costmatrix method)": [[9, "weka.classifiers.CostMatrix.set_cell"]], "set_col_name() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.set_col_name"]], "set_element() (weka.classifiers.costmatrix method)": [[9, "weka.classifiers.CostMatrix.set_element"]], "set_mean() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.set_mean"]], "set_model() (weka.clusterers.clusterevaluation method)": [[9, "weka.clusterers.ClusterEvaluation.set_model"]], "set_row_name() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.set_row_name"]], "set_stdev() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.set_stdev"]], "setup() (weka.experiments.simpleexperiment method)": [[9, "weka.experiments.SimpleExperiment.setup"]], "sf_entropy_gain (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.sf_entropy_gain"]], "sf_mean_entropy_gain (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.sf_mean_entropy_gain"]], "sf_mean_prior_entropy (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.sf_mean_prior_entropy"]], "sf_mean_scheme_entropy (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.sf_mean_scheme_entropy"]], "sf_prior_entropy (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.sf_prior_entropy"]], "sf_scheme_entropy (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.sf_scheme_entropy"]], "show_col() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.show_col"]], "show_row() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.show_row"]], "single_mode_flag (weka.datagenerators.datagenerator property)": [[9, "weka.datagenerators.DataGenerator.single_mode_flag"]], "size (weka.classifiers.costmatrix property)": [[9, "weka.classifiers.CostMatrix.size"]], "size_of_predicted_regions (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.size_of_predicted_regions"]], "skip_entries (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.skip_entries"]], "stemmer (weka.filters.stringtowordvector property)": [[9, "weka.filters.StringToWordVector.stemmer"]], "stopwords (weka.filters.stringtowordvector property)": [[9, "weka.filters.StringToWordVector.stopwords"]], "subset_results (weka.attribute_selection.attributeselection property)": [[9, "weka.attribute_selection.AttributeSelection.subset_results"]], "summary (weka.timeseries.tsevalmodule property)": [[9, "weka.timeseries.TSEvalModule.summary"]], "summary() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.summary"]], "summary() (weka.timeseries.tsevaluation method)": [[9, "weka.timeseries.TSEvaluation.summary"]], "swap_rows_and_cols (weka.experiments.tester property)": [[9, "weka.experiments.Tester.swap_rows_and_cols"]], "sys_main() (in module weka.associations)": [[9, "weka.associations.sys_main"]], "sys_main() (in module weka.attribute_selection)": [[9, "weka.attribute_selection.sys_main"]], "sys_main() (in module weka.classifiers)": [[9, "weka.classifiers.sys_main"]], "sys_main() (in module weka.clusterers)": [[9, "weka.clusterers.sys_main"]], "sys_main() (in module weka.datagenerators)": [[9, "weka.datagenerators.sys_main"]], "sys_main() (in module weka.filters)": [[9, "weka.filters.sys_main"]], "target_fields (weka.timeseries.tsevalmodule property)": [[9, "weka.timeseries.TSEvalModule.target_fields"]], "test() (weka.timeseries.customperiodictest method)": [[9, "weka.timeseries.CustomPeriodicTest.test"]], "test_data (weka.timeseries.tsevaluation property)": [[9, "weka.timeseries.TSEvaluation.test_data"]], "test_model() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.test_model"]], "test_model() (weka.clusterers.clusterevaluation method)": [[9, "weka.clusterers.ClusterEvaluation.test_model"]], "test_model_once() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.test_model_once"]], "timestamp_field (weka.timeseries.tslagmaker property)": [[9, "weka.timeseries.TSLagMaker.timestamp_field"]], "to_dict() (weka.associations.associationrule method)": [[9, "weka.associations.AssociationRule.to_dict"]], "to_dict() (weka.associations.associationrules method)": [[9, "weka.associations.AssociationRules.to_dict"]], "to_matlab() (weka.classifiers.costmatrix method)": [[9, "weka.classifiers.CostMatrix.to_matlab"]], "to_source() (weka.classifiers.classifier method)": [[9, "weka.classifiers.Classifier.to_source"]], "to_source() (weka.filters.filter method)": [[9, "weka.filters.Filter.to_source"]], "to_string_header() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.to_string_header"]], "to_string_key() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.to_string_key"]], "to_string_matrix() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.to_string_matrix"]], "to_string_ranking() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.to_string_ranking"]], "to_string_summary() (weka.experiments.resultmatrix method)": [[9, "weka.experiments.ResultMatrix.to_string_summary"]], "tokenizer (weka.filters.stringtowordvector property)": [[9, "weka.filters.StringToWordVector.tokenizer"]], "total_cost (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.total_cost"]], "total_support (weka.associations.associationrule property)": [[9, "weka.associations.AssociationRule.total_support"]], "total_transactions (weka.associations.associationrule property)": [[9, "weka.associations.AssociationRule.total_transactions"]], "training_data (weka.timeseries.tsevaluation property)": [[9, "weka.timeseries.TSEvaluation.training_data"]], "transformed_data() (weka.attribute_selection.asevaluation method)": [[9, "weka.attribute_selection.ASEvaluation.transformed_data"]], "transformed_data() (weka.timeseries.tslagmaker method)": [[9, "weka.timeseries.TSLagMaker.transformed_data"]], "transformed_header() (weka.attribute_selection.asevaluation method)": [[9, "weka.attribute_selection.ASEvaluation.transformed_header"]], "true_negative_rate() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.true_negative_rate"]], "true_positive_rate() (weka.classifiers.evaluation method)": [[9, "weka.classifiers.Evaluation.true_positive_rate"]], "tslag_maker (weka.timeseries.tslaguser property)": [[9, "weka.timeseries.TSLagUser.tslag_maker"]], "unclassified (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.unclassified"]], "unweighted_macro_f_measure (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.unweighted_macro_f_measure"]], "unweighted_micro_f_measure (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.unweighted_micro_f_measure"]], "update_classifier() (weka.classifiers.classifier method)": [[9, "weka.classifiers.Classifier.update_classifier"]], "update_clusterer() (weka.clusterers.clusterer method)": [[9, "weka.clusterers.Clusterer.update_clusterer"]], "update_finished() (weka.clusterers.clusterer method)": [[9, "weka.clusterers.Clusterer.update_finished"]], "upper_test() (weka.timeseries.customperiodictest method)": [[9, "weka.timeseries.CustomPeriodicTest.upper_test"]], "uses_state (weka.timeseries.tsforecaster property)": [[9, "weka.timeseries.TSForecaster.uses_state"]], "week_of_month() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.week_of_month"]], "week_of_year() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.week_of_year"]], "weight (weka.classifiers.prediction property)": [[9, "weka.classifiers.Prediction.weight"]], "weighted_area_under_prc (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.weighted_area_under_prc"]], "weighted_area_under_roc (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.weighted_area_under_roc"]], "weighted_f_measure (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.weighted_f_measure"]], "weighted_false_negative_rate (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.weighted_false_negative_rate"]], "weighted_false_positive_rate (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.weighted_false_positive_rate"]], "weighted_matthews_correlation (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.weighted_matthews_correlation"]], "weighted_precision (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.weighted_precision"]], "weighted_recall (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.weighted_recall"]], "weighted_true_negative_rate (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.weighted_true_negative_rate"]], "weighted_true_positive_rate (weka.classifiers.evaluation property)": [[9, "weka.classifiers.Evaluation.weighted_true_positive_rate"]], "weka.associations": [[9, "module-weka.associations"]], "weka.attribute_selection": [[9, "module-weka.attribute_selection"]], "weka.classifiers": [[9, "module-weka.classifiers"]], "weka.clusterers": [[9, "module-weka.clusterers"]], "weka.datagenerators": [[9, "module-weka.datagenerators"]], "weka.experiments": [[9, "module-weka.experiments"]], "weka.filters": [[9, "module-weka.filters"]], "weka.timeseries": [[9, "module-weka.timeseries"]], "x (weka.classifiers.gridsearch property)": [[9, "weka.classifiers.GridSearch.x"]], "y (weka.classifiers.gridsearch property)": [[9, "weka.classifiers.GridSearch.y"]], "year() (weka.timeseries.testpart method)": [[9, "weka.timeseries.TestPart.year"]], "abstractparameter (class in weka.core.classes)": [[10, "weka.core.classes.AbstractParameter"]], "attribute (class in weka.core.dataset)": [[10, "weka.core.dataset.Attribute"]], "attributeiterator (class in weka.core.dataset)": [[10, "weka.core.dataset.AttributeIterator"]], "attributestats (class in weka.core.dataset)": [[10, "weka.core.dataset.AttributeStats"]], "capabilities (class in weka.core.capabilities)": [[10, "weka.core.capabilities.Capabilities"]], "capability (class in weka.core.capabilities)": [[10, "weka.core.capabilities.Capability"]], "databaseutils (class in weka.core.database)": [[10, "weka.core.database.DatabaseUtils"]], "date (class in weka.core.classes)": [[10, "weka.core.classes.Date"]], "dependency (class in weka.core.packages)": [[10, "weka.core.packages.Dependency"]], "distancefunction (class in weka.core.distances)": [[10, "weka.core.distances.DistanceFunction"]], "enum (class in weka.core.classes)": [[10, "weka.core.classes.Enum"]], "environment (class in weka.core.classes)": [[10, "weka.core.classes.Environment"]], "incrementalloaderiterator (class in weka.core.converters)": [[10, "weka.core.converters.IncrementalLoaderIterator"]], "instance (class in weka.core.dataset)": [[10, "weka.core.dataset.Instance"]], "instanceiterator (class in weka.core.dataset)": [[10, "weka.core.dataset.InstanceIterator"]], "instancequery (class in weka.core.database)": [[10, "weka.core.database.InstanceQuery"]], "instancevalueiterator (class in weka.core.dataset)": [[10, "weka.core.dataset.InstanceValueIterator"]], "instances (class in weka.core.dataset)": [[10, "weka.core.dataset.Instances"]], "javaarray (class in weka.core.classes)": [[10, "weka.core.classes.JavaArray"]], "javaarrayiterator (class in weka.core.classes)": [[10, "weka.core.classes.JavaArrayIterator"]], "javaobject (class in weka.core.classes)": [[10, "weka.core.classes.JavaObject"]], "latest (in module weka.core.packages)": [[10, "weka.core.packages.LATEST"]], "listparameter (class in weka.core.classes)": [[10, "weka.core.classes.ListParameter"]], "loader (class in weka.core.converters)": [[10, "weka.core.converters.Loader"]], "mathparameter (class in weka.core.classes)": [[10, "weka.core.classes.MathParameter"]], "option (class in weka.core.classes)": [[10, "weka.core.classes.Option"]], "optionhandler (class in weka.core.classes)": [[10, "weka.core.classes.OptionHandler"]], "package (class in weka.core.packages)": [[10, "weka.core.packages.Package"]], "packageconstraint (class in weka.core.packages)": [[10, "weka.core.packages.PackageConstraint"]], "random (class in weka.core.classes)": [[10, "weka.core.classes.Random"]], "range (class in weka.core.classes)": [[10, "weka.core.classes.Range"]], "saver (class in weka.core.converters)": [[10, "weka.core.converters.Saver"]], "selectedtag (class in weka.core.classes)": [[10, "weka.core.classes.SelectedTag"]], "setupgenerator (class in weka.core.classes)": [[10, "weka.core.classes.SetupGenerator"]], "singleindex (class in weka.core.classes)": [[10, "weka.core.classes.SingleIndex"]], "stats (class in weka.core.dataset)": [[10, "weka.core.dataset.Stats"]], "stemmer (class in weka.core.stemmers)": [[10, "weka.core.stemmers.Stemmer"]], "stopwords (class in weka.core.stopwords)": [[10, "weka.core.stopwords.Stopwords"]], "tag (class in weka.core.classes)": [[10, "weka.core.classes.Tag"]], "tags (class in weka.core.classes)": [[10, "weka.core.classes.Tags"]], "textdirectoryloader (class in weka.core.converters)": [[10, "weka.core.converters.TextDirectoryLoader"]], "tokeniterator (class in weka.core.tokenizers)": [[10, "weka.core.tokenizers.TokenIterator"]], "tokenizer (class in weka.core.tokenizers)": [[10, "weka.core.tokenizers.Tokenizer"]], "add_bundled_jars() (in module weka.core.jvm)": [[10, "weka.core.jvm.add_bundled_jars"]], "add_instance() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.add_instance"]], "add_relation() (weka.core.dataset.attribute method)": [[10, "weka.core.dataset.Attribute.add_relation"]], "add_string_value() (weka.core.dataset.attribute method)": [[10, "weka.core.dataset.Attribute.add_string_value"]], "add_system_classpath() (in module weka.core.jvm)": [[10, "weka.core.jvm.add_system_classpath"]], "add_variable() (weka.core.classes.environment method)": [[10, "weka.core.classes.Environment.add_variable"]], "all_package() (in module weka.core.packages)": [[10, "weka.core.packages.all_package"]], "all_packages() (in module weka.core.packages)": [[10, "weka.core.packages.all_packages"]], "append_instances() (weka.core.dataset.instances class method)": [[10, "weka.core.dataset.Instances.append_instances"]], "as_dict() (weka.core.packages.package method)": [[10, "weka.core.packages.Package.as_dict"]], "attribute() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.attribute"]], "attribute_by_name() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.attribute_by_name"]], "attribute_capabilities() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.attribute_capabilities"]], "attribute_indices (weka.core.distances.distancefunction property)": [[10, "weka.core.distances.DistanceFunction.attribute_indices"]], "attribute_names() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.attribute_names"]], "attribute_stats() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.attribute_stats"]], "attributes() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.attributes"]], "automatically_install_packages (in module weka.core.jvm)": [[10, "weka.core.jvm.automatically_install_packages"]], "available_package() (in module weka.core.packages)": [[10, "weka.core.packages.available_package"]], "available_packages() (in module weka.core.packages)": [[10, "weka.core.packages.available_packages"]], "backquote() (in module weka.core.classes)": [[10, "weka.core.classes.backquote"]], "base (weka.core.classes.mathparameter property)": [[10, "weka.core.classes.MathParameter.base"]], "base_object (weka.core.classes.setupgenerator property)": [[10, "weka.core.classes.SetupGenerator.base_object"]], "capabilities() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.capabilities"]], "capabilities() (weka.core.converters.saver method)": [[10, "weka.core.converters.Saver.capabilities"]], "check_col_names_unique() (in module weka.core.dataset)": [[10, "weka.core.dataset.check_col_names_unique"]], "check_constraint() (weka.core.packages.packageconstraint method)": [[10, "weka.core.packages.PackageConstraint.check_constraint"]], "check_type() (weka.core.classes.javaobject class method)": [[10, "weka.core.classes.JavaObject.check_type"]], "class_attribute (weka.core.dataset.instance property)": [[10, "weka.core.dataset.Instance.class_attribute"]], "class_attribute (weka.core.dataset.instances property)": [[10, "weka.core.dataset.Instances.class_attribute"]], "class_capabilities() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.class_capabilities"]], "class_index (weka.core.dataset.instance property)": [[10, "weka.core.dataset.Instance.class_index"]], "class_index (weka.core.dataset.instances property)": [[10, "weka.core.dataset.Instances.class_index"]], "class_is_first() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.class_is_first"]], "class_is_last() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.class_is_last"]], "classname (weka.core.classes.javaobject property)": [[10, "weka.core.classes.JavaObject.classname"]], "compactify() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.compactify"]], "complete_classname() (in module weka.core.classes)": [[10, "weka.core.classes.complete_classname"]], "component_type() (weka.core.classes.javaarray method)": [[10, "weka.core.classes.JavaArray.component_type"]], "copy() (weka.core.dataset.attribute method)": [[10, "weka.core.dataset.Attribute.copy"]], "copy_instances() (weka.core.dataset.instances class method)": [[10, "weka.core.dataset.Instances.copy_instances"]], "copy_structure() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.copy_structure"]], "correlation() (in module weka.core.utils)": [[10, "weka.core.utils.correlation"]], "count (weka.core.dataset.stats property)": [[10, "weka.core.dataset.Stats.count"]], "create_date() (weka.core.dataset.attribute class method)": [[10, "weka.core.dataset.Attribute.create_date"]], "create_instance() (weka.core.dataset.instance class method)": [[10, "weka.core.dataset.Instance.create_instance"]], "create_instances() (weka.core.dataset.instances class method)": [[10, "weka.core.dataset.Instances.create_instances"]], "create_instances_from_lists() (in module weka.core.dataset)": [[10, "weka.core.dataset.create_instances_from_lists"]], "create_instances_from_matrices() (in module weka.core.dataset)": [[10, "weka.core.dataset.create_instances_from_matrices"]], "create_nominal() (weka.core.dataset.attribute class method)": [[10, "weka.core.dataset.Attribute.create_nominal"]], "create_numeric() (weka.core.dataset.attribute class method)": [[10, "weka.core.dataset.Attribute.create_numeric"]], "create_relational() (weka.core.dataset.attribute class method)": [[10, "weka.core.dataset.Attribute.create_relational"]], "create_sparse_instance() (weka.core.dataset.instance class method)": [[10, "weka.core.dataset.Instance.create_sparse_instance"]], "create_string() (weka.core.dataset.attribute class method)": [[10, "weka.core.dataset.Attribute.create_string"]], "custom_properties (weka.core.database.instancequery property)": [[10, "weka.core.database.InstanceQuery.custom_properties"]], "cv_splits() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.cv_splits"]], "dataset (weka.core.dataset.instance property)": [[10, "weka.core.dataset.Instance.dataset"]], "date_format (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.date_format"]], "db_url (weka.core.database.databaseutils property)": [[10, "weka.core.database.DatabaseUtils.db_url"]], "deepcopy() (in module weka.core.classes)": [[10, "weka.core.classes.deepcopy"]], "delete() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.delete"]], "delete_attribute() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.delete_attribute"]], "delete_attribute_type() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.delete_attribute_type"]], "delete_first_attribute() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.delete_first_attribute"]], "delete_last_attribute() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.delete_last_attribute"]], "delete_with_missing() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.delete_with_missing"]], "dependencies (weka.core.packages.package property)": [[10, "weka.core.packages.Package.dependencies"]], "dependencies() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.dependencies"]], "description (weka.core.classes.option property)": [[10, "weka.core.classes.Option.description"]], "description() (weka.core.classes.optionhandler method)": [[10, "weka.core.classes.OptionHandler.description"]], "disable() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.disable"]], "disable_all() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.disable_all"]], "disable_all_attribute_dependencies() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.disable_all_attribute_dependencies"]], "disable_all_attributes() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.disable_all_attributes"]], "disable_all_class_dependencies() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.disable_all_class_dependencies"]], "disable_all_classes() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.disable_all_classes"]], "disable_dependency() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.disable_dependency"]], "distance() (weka.core.distances.distancefunction method)": [[10, "weka.core.distances.DistanceFunction.distance"]], "distinct_count (weka.core.dataset.attributestats property)": [[10, "weka.core.dataset.AttributeStats.distinct_count"]], "enable() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.enable"]], "enable_all() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.enable_all"]], "enable_all_attribute_dependencies() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.enable_all_attribute_dependencies"]], "enable_all_attributes() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.enable_all_attributes"]], "enable_all_class_dependencies() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.enable_all_class_dependencies"]], "enable_all_classes() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.enable_all_classes"]], "enable_dependency() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.enable_dependency"]], "enforce_type() (weka.core.classes.javaobject class method)": [[10, "weka.core.classes.JavaObject.enforce_type"]], "equal_headers() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.equal_headers"]], "equals() (weka.core.dataset.attribute method)": [[10, "weka.core.dataset.Attribute.equals"]], "equals_msg() (weka.core.dataset.attribute method)": [[10, "weka.core.dataset.Attribute.equals_msg"]], "establish_cache() (in module weka.core.packages)": [[10, "weka.core.packages.establish_cache"]], "expression (weka.core.classes.mathparameter property)": [[10, "weka.core.classes.MathParameter.expression"]], "find() (weka.core.classes.tags method)": [[10, "weka.core.classes.Tags.find"]], "float_to_jfloat() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.float_to_jfloat"]], "for_instances() (weka.core.capabilities.capabilities class method)": [[10, "weka.core.capabilities.Capabilities.for_instances"]], "from_byte_array() (in module weka.core.classes)": [[10, "weka.core.classes.from_byte_array"]], "from_commandline() (in module weka.core.classes)": [[10, "weka.core.classes.from_commandline"]], "from_dict() (weka.core.classes.javaobject class method)": [[10, "weka.core.classes.JavaObject.from_dict"]], "from_dict() (weka.core.classes.optionhandler class method)": [[10, "weka.core.classes.OptionHandler.from_dict"]], "from_jobject_array() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.from_jobject_array"]], "get_classname() (in module weka.core.classes)": [[10, "weka.core.classes.get_classname"]], "get_enum() (in module weka.core.classes)": [[10, "weka.core.classes.get_enum"]], "get_instance() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.get_instance"]], "get_jclass() (in module weka.core.classes)": [[10, "weka.core.classes.get_jclass"]], "get_object_tags() (weka.core.classes.tags class method)": [[10, "weka.core.classes.Tags.get_object_tags"]], "get_package() (weka.core.packages.packageconstraint method)": [[10, "weka.core.packages.PackageConstraint.get_package"]], "get_property() (weka.core.classes.javaobject method)": [[10, "weka.core.classes.JavaObject.get_property"]], "get_relational_value() (weka.core.dataset.instance method)": [[10, "weka.core.dataset.Instance.get_relational_value"]], "get_static_field() (in module weka.core.classes)": [[10, "weka.core.classes.get_static_field"]], "get_string_value() (weka.core.dataset.instance method)": [[10, "weka.core.dataset.Instance.get_string_value"]], "get_tags() (weka.core.classes.tags class method)": [[10, "weka.core.classes.Tags.get_tags"]], "get_value() (weka.core.dataset.instance method)": [[10, "weka.core.dataset.Instance.get_value"]], "global_info() (weka.core.classes.optionhandler method)": [[10, "weka.core.classes.OptionHandler.global_info"]], "handles() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.handles"]], "has_class() (weka.core.dataset.instance method)": [[10, "weka.core.dataset.Instance.has_class"]], "has_class() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.has_class"]], "has_dependencies() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.has_dependencies"]], "has_dependency() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.has_dependency"]], "has_missing() (weka.core.dataset.instance method)": [[10, "weka.core.dataset.Instance.has_missing"]], "help_for() (in module weka.core.classes)": [[10, "weka.core.classes.help_for"]], "ident (weka.core.classes.tag property)": [[10, "weka.core.classes.Tag.ident"]], "identstr (weka.core.classes.tag property)": [[10, "weka.core.classes.Tag.identstr"]], "index (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.index"]], "index() (weka.core.classes.singleindex method)": [[10, "weka.core.classes.SingleIndex.index"]], "index_of() (weka.core.dataset.attribute method)": [[10, "weka.core.dataset.Attribute.index_of"]], "insert_attribute() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.insert_attribute"]], "install() (weka.core.packages.package method)": [[10, "weka.core.packages.Package.install"]], "install_missing_package() (in module weka.core.packages)": [[10, "weka.core.packages.install_missing_package"]], "install_missing_packages() (in module weka.core.packages)": [[10, "weka.core.packages.install_missing_packages"]], "install_package() (in module weka.core.packages)": [[10, "weka.core.packages.install_package"]], "install_packages() (in module weka.core.packages)": [[10, "weka.core.packages.install_packages"]], "installed_package() (in module weka.core.packages)": [[10, "weka.core.packages.installed_package"]], "installed_packages() (in module weka.core.packages)": [[10, "weka.core.packages.installed_packages"]], "instances (weka.core.distances.distancefunction property)": [[10, "weka.core.distances.DistanceFunction.instances"]], "int_count (weka.core.dataset.attributestats property)": [[10, "weka.core.dataset.AttributeStats.int_count"]], "invert (weka.core.classes.range property)": [[10, "weka.core.classes.Range.invert"]], "is_array() (in module weka.core.classes)": [[10, "weka.core.classes.is_array"]], "is_attribute (weka.core.capabilities.capability property)": [[10, "weka.core.capabilities.Capability.is_attribute"]], "is_attribute_capability (weka.core.capabilities.capability property)": [[10, "weka.core.capabilities.Capability.is_attribute_capability"]], "is_averagable (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.is_averagable"]], "is_class (weka.core.capabilities.capability property)": [[10, "weka.core.capabilities.Capability.is_class"]], "is_class_capability (weka.core.capabilities.capability property)": [[10, "weka.core.capabilities.Capability.is_class_capability"]], "is_date (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.is_date"]], "is_in_range() (weka.core.dataset.attribute method)": [[10, "weka.core.dataset.Attribute.is_in_range"]], "is_installed (weka.core.packages.package property)": [[10, "weka.core.packages.Package.is_installed"]], "is_installed() (in module weka.core.packages)": [[10, "weka.core.packages.is_installed"]], "is_instance_of() (in module weka.core.classes)": [[10, "weka.core.classes.is_instance_of"]], "is_missing() (weka.core.dataset.instance method)": [[10, "weka.core.dataset.Instance.is_missing"]], "is_nominal (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.is_nominal"]], "is_numeric (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.is_numeric"]], "is_other_capability (weka.core.capabilities.capability property)": [[10, "weka.core.capabilities.Capability.is_other_capability"]], "is_relation_valued (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.is_relation_valued"]], "is_serializable (weka.core.classes.javaobject property)": [[10, "weka.core.classes.JavaObject.is_serializable"]], "is_stopword() (weka.core.stopwords.stopwords method)": [[10, "weka.core.stopwords.Stopwords.is_stopword"]], "is_string (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.is_string"]], "jclass (weka.core.classes.javaobject property)": [[10, "weka.core.classes.JavaObject.jclass"]], "jdouble_array_to_ndarray() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.jdouble_array_to_ndarray"]], "jdouble_matrix_to_ndarray() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.jdouble_matrix_to_ndarray"]], "jdouble_to_float() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.jdouble_to_float"]], "jenumeration_to_list() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.jenumeration_to_list"]], "jint_array_to_ndarray() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.jint_array_to_ndarray"]], "join_options() (in module weka.core.classes)": [[10, "weka.core.classes.join_options"]], "jstring_array_to_list() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.jstring_array_to_list"]], "jstring_list_to_string_list() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.jstring_list_to_string_list"]], "jwrapper (weka.core.classes.javaobject property)": [[10, "weka.core.classes.JavaObject.jwrapper"]], "lib_dir() (in module weka.core.jvm)": [[10, "weka.core.jvm.lib_dir"]], "list_property_names() (in module weka.core.classes)": [[10, "weka.core.classes.list_property_names"]], "load() (weka.core.converters.textdirectoryloader method)": [[10, "weka.core.converters.TextDirectoryLoader.load"]], "load_any_file() (in module weka.core.converters)": [[10, "weka.core.converters.load_any_file"]], "load_csv_file() (in module weka.core.converters)": [[10, "weka.core.converters.load_csv_file"]], "load_file() (weka.core.converters.loader method)": [[10, "weka.core.converters.Loader.load_file"]], "load_suggestions() (in module weka.core.classes)": [[10, "weka.core.classes.load_suggestions"]], "load_url() (weka.core.converters.loader method)": [[10, "weka.core.converters.Loader.load_url"]], "loader_for_file() (in module weka.core.converters)": [[10, "weka.core.converters.loader_for_file"]], "lower_numeric_bound (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.lower_numeric_bound"]], "main() (in module weka.core.classes)": [[10, "weka.core.classes.main"]], "main() (in module weka.core.packages)": [[10, "weka.core.packages.main"]], "max (weka.core.dataset.stats property)": [[10, "weka.core.dataset.Stats.max"]], "maximum (weka.core.classes.mathparameter property)": [[10, "weka.core.classes.MathParameter.maximum"]], "mean (weka.core.dataset.stats property)": [[10, "weka.core.dataset.Stats.mean"]], "merge_instances() (weka.core.dataset.instances class method)": [[10, "weka.core.dataset.Instances.merge_instances"]], "metadata (weka.core.packages.package property)": [[10, "weka.core.packages.Package.metadata"]], "min (weka.core.dataset.stats property)": [[10, "weka.core.dataset.Stats.min"]], "min_instances (weka.core.capabilities.capabilities property)": [[10, "weka.core.capabilities.Capabilities.min_instances"]], "minimum (weka.core.classes.mathparameter property)": [[10, "weka.core.classes.MathParameter.minimum"]], "missing_count (weka.core.dataset.attributestats property)": [[10, "weka.core.dataset.AttributeStats.missing_count"]], "missing_value() (in module weka.core.dataset)": [[10, "weka.core.dataset.missing_value"]], "missing_value() (weka.core.dataset.instance class method)": [[10, "weka.core.dataset.Instance.missing_value"]], "name (weka.core.classes.enum property)": [[10, "weka.core.classes.Enum.name"]], "name (weka.core.classes.option property)": [[10, "weka.core.classes.Option.name"]], "name (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.name"]], "name (weka.core.packages.package property)": [[10, "weka.core.packages.Package.name"]], "ndarray_to_instances() (in module weka.core.converters)": [[10, "weka.core.converters.ndarray_to_instances"]], "new_array() (in module weka.core.classes)": [[10, "weka.core.classes.new_array"]], "new_array() (weka.core.classes.javaarray class method)": [[10, "weka.core.classes.JavaArray.new_array"]], "new_instance() (in module weka.core.classes)": [[10, "weka.core.classes.new_instance"]], "new_instance() (weka.core.classes.javaobject class method)": [[10, "weka.core.classes.JavaObject.new_instance"]], "next_double() (weka.core.classes.random method)": [[10, "weka.core.classes.Random.next_double"]], "next_int() (weka.core.classes.random method)": [[10, "weka.core.classes.Random.next_int"]], "no_class() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.no_class"]], "nominal_counts (weka.core.dataset.attributestats property)": [[10, "weka.core.dataset.AttributeStats.nominal_counts"]], "nominal_weights (weka.core.dataset.attributestats property)": [[10, "weka.core.dataset.AttributeStats.nominal_weights"]], "normalize() (in module weka.core.utils)": [[10, "weka.core.utils.normalize"]], "num_arguments (weka.core.classes.option property)": [[10, "weka.core.classes.Option.num_arguments"]], "num_attributes (weka.core.dataset.instance property)": [[10, "weka.core.dataset.Instance.num_attributes"]], "num_attributes (weka.core.dataset.instances property)": [[10, "weka.core.dataset.Instances.num_attributes"]], "num_classes (weka.core.dataset.instance property)": [[10, "weka.core.dataset.Instance.num_classes"]], "num_instances (weka.core.dataset.instances property)": [[10, "weka.core.dataset.Instances.num_instances"]], "num_values (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.num_values"]], "numeric_stats (weka.core.dataset.attributestats property)": [[10, "weka.core.dataset.AttributeStats.numeric_stats"]], "options (weka.core.classes.optionhandler property)": [[10, "weka.core.classes.OptionHandler.options"]], "ordering (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.ordering"]], "ordinal (weka.core.classes.enum property)": [[10, "weka.core.classes.Enum.ordinal"]], "other_capabilities() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.other_capabilities"]], "owner (weka.core.capabilities.capabilities property)": [[10, "weka.core.capabilities.Capabilities.owner"]], "parameters (weka.core.classes.setupgenerator property)": [[10, "weka.core.classes.SetupGenerator.parameters"]], "parse_date() (weka.core.dataset.attribute method)": [[10, "weka.core.dataset.Attribute.parse_date"]], "password (weka.core.database.databaseutils property)": [[10, "weka.core.database.DatabaseUtils.password"]], "prop (weka.core.classes.abstractparameter property)": [[10, "weka.core.classes.AbstractParameter.prop"]], "query (weka.core.database.instancequery property)": [[10, "weka.core.database.InstanceQuery.query"]], "quote() (in module weka.core.classes)": [[10, "weka.core.classes.quote"]], "randomize() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.randomize"]], "ranges (weka.core.classes.range property)": [[10, "weka.core.classes.Range.ranges"]], "readable (weka.core.classes.tag property)": [[10, "weka.core.classes.Tag.readable"]], "refresh_cache() (in module weka.core.packages)": [[10, "weka.core.packages.refresh_cache"]], "relationname (weka.core.dataset.instances property)": [[10, "weka.core.dataset.Instances.relationname"]], "remove_variable() (weka.core.classes.environment method)": [[10, "weka.core.classes.Environment.remove_variable"]], "retrieve_instances() (weka.core.database.instancequery method)": [[10, "weka.core.database.InstanceQuery.retrieve_instances"]], "save_any_file() (in module weka.core.converters)": [[10, "weka.core.converters.save_any_file"]], "save_file() (weka.core.converters.saver method)": [[10, "weka.core.converters.Saver.save_file"]], "saver_for_file() (in module weka.core.converters)": [[10, "weka.core.converters.saver_for_file"]], "selected (weka.core.classes.selectedtag property)": [[10, "weka.core.classes.SelectedTag.selected"]], "selection() (weka.core.classes.range method)": [[10, "weka.core.classes.Range.selection"]], "serialization_read() (in module weka.core.classes)": [[10, "weka.core.classes.serialization_read"]], "serialization_read_all() (in module weka.core.classes)": [[10, "weka.core.classes.serialization_read_all"]], "serialization_write() (in module weka.core.classes)": [[10, "weka.core.classes.serialization_write"]], "serialization_write_all() (in module weka.core.classes)": [[10, "weka.core.classes.serialization_write_all"]], "set_instance() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.set_instance"]], "set_missing() (weka.core.dataset.instance method)": [[10, "weka.core.dataset.Instance.set_missing"]], "set_package() (weka.core.packages.packageconstraint method)": [[10, "weka.core.packages.PackageConstraint.set_package"]], "set_property() (weka.core.classes.javaobject method)": [[10, "weka.core.classes.JavaObject.set_property"]], "set_string_value() (weka.core.dataset.instance method)": [[10, "weka.core.dataset.Instance.set_string_value"]], "set_value() (weka.core.dataset.instance method)": [[10, "weka.core.dataset.Instance.set_value"]], "setups() (weka.core.classes.setupgenerator method)": [[10, "weka.core.classes.SetupGenerator.setups"]], "single_index (weka.core.classes.singleindex property)": [[10, "weka.core.classes.SingleIndex.single_index"]], "sort() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.sort"]], "source (weka.core.packages.dependency property)": [[10, "weka.core.packages.Dependency.source"]], "sparse_data (weka.core.database.instancequery property)": [[10, "weka.core.database.InstanceQuery.sparse_data"]], "split_commandline() (in module weka.core.classes)": [[10, "weka.core.classes.split_commandline"]], "split_options() (in module weka.core.classes)": [[10, "weka.core.classes.split_options"]], "start() (in module weka.core.jvm)": [[10, "weka.core.jvm.start"]], "started (in module weka.core.jvm)": [[10, "weka.core.jvm.started"]], "stddev (weka.core.dataset.stats property)": [[10, "weka.core.dataset.Stats.stddev"]], "stem() (weka.core.stemmers.stemmer method)": [[10, "weka.core.stemmers.Stemmer.stem"]], "step (weka.core.classes.mathparameter property)": [[10, "weka.core.classes.MathParameter.step"]], "stop() (in module weka.core.jvm)": [[10, "weka.core.jvm.stop"]], "stratify() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.stratify"]], "string_list_to_jarray() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.string_list_to_jarray"]], "string_list_to_jlist() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.string_list_to_jlist"]], "subset() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.subset"]], "suggest_package() (in module weka.core.classes)": [[10, "weka.core.classes.suggest_package"]], "suggest_package() (in module weka.core.packages)": [[10, "weka.core.packages.suggest_package"]], "suggestions (in module weka.core.classes)": [[10, "weka.core.classes.suggestions"]], "sum (weka.core.dataset.stats property)": [[10, "weka.core.dataset.Stats.sum"]], "summary() (weka.core.dataset.instances class method)": [[10, "weka.core.dataset.Instances.summary"]], "sumsq (weka.core.dataset.stats property)": [[10, "weka.core.dataset.Stats.sumsq"]], "supports() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.supports"]], "supports_maybe() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.supports_maybe"]], "synopsis (weka.core.classes.option property)": [[10, "weka.core.classes.Option.synopsis"]], "sys_main() (in module weka.core.packages)": [[10, "weka.core.packages.sys_main"]], "system_wide() (weka.core.classes.environment class method)": [[10, "weka.core.classes.Environment.system_wide"]], "tags (weka.core.classes.selectedtag property)": [[10, "weka.core.classes.SelectedTag.tags"]], "target (weka.core.packages.dependency property)": [[10, "weka.core.packages.Dependency.target"]], "template_instances() (weka.core.dataset.instances class method)": [[10, "weka.core.dataset.Instances.template_instances"]], "test_attribute() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.test_attribute"]], "test_cv() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.test_cv"]], "test_instances() (weka.core.capabilities.capabilities method)": [[10, "weka.core.capabilities.Capabilities.test_instances"]], "time (weka.core.classes.date property)": [[10, "weka.core.classes.Date.time"]], "to_byte_array() (in module weka.core.classes)": [[10, "weka.core.classes.to_byte_array"]], "to_commandline() (in module weka.core.classes)": [[10, "weka.core.classes.to_commandline"]], "to_commandline() (weka.core.classes.optionhandler method)": [[10, "weka.core.classes.OptionHandler.to_commandline"]], "to_dict() (weka.core.classes.javaobject method)": [[10, "weka.core.classes.JavaObject.to_dict"]], "to_dict() (weka.core.classes.optionhandler method)": [[10, "weka.core.classes.OptionHandler.to_dict"]], "to_help() (weka.core.classes.optionhandler method)": [[10, "weka.core.classes.OptionHandler.to_help"]], "to_jdouble_array() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.to_jdouble_array"]], "to_jint_array() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.to_jint_array"]], "to_jobject_array() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.to_jobject_array"]], "to_numpy() (weka.core.dataset.instance method)": [[10, "weka.core.dataset.Instance.to_numpy"]], "to_numpy() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.to_numpy"]], "to_string() (in module weka.core.typeconv)": [[10, "weka.core.typeconv.to_string"]], "tokenize() (weka.core.tokenizers.tokenizer method)": [[10, "weka.core.tokenizers.Tokenizer.tokenize"]], "total_count (weka.core.dataset.attributestats property)": [[10, "weka.core.dataset.AttributeStats.total_count"]], "train_cv() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.train_cv"]], "train_test_split() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.train_test_split"]], "type (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.type"]], "type_str() (weka.core.dataset.attribute method)": [[10, "weka.core.dataset.Attribute.type_str"]], "unbackquote() (in module weka.core.classes)": [[10, "weka.core.classes.unbackquote"]], "uninstall_package() (in module weka.core.packages)": [[10, "weka.core.packages.uninstall_package"]], "uninstall_packages() (in module weka.core.packages)": [[10, "weka.core.packages.uninstall_packages"]], "unique_count (weka.core.dataset.attributestats property)": [[10, "weka.core.dataset.AttributeStats.unique_count"]], "unquote() (in module weka.core.classes)": [[10, "weka.core.classes.unquote"]], "upper() (weka.core.classes.range method)": [[10, "weka.core.classes.Range.upper"]], "upper() (weka.core.classes.singleindex method)": [[10, "weka.core.classes.SingleIndex.upper"]], "upper_numeric_bound (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.upper_numeric_bound"]], "url (weka.core.packages.package property)": [[10, "weka.core.packages.Package.url"]], "user (weka.core.database.databaseutils property)": [[10, "weka.core.database.DatabaseUtils.user"]], "value() (weka.core.dataset.attribute method)": [[10, "weka.core.dataset.Attribute.value"]], "values (weka.core.classes.enum property)": [[10, "weka.core.classes.Enum.values"]], "values (weka.core.classes.listparameter property)": [[10, "weka.core.classes.ListParameter.values"]], "values (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.values"]], "values (weka.core.dataset.instance property)": [[10, "weka.core.dataset.Instance.values"]], "values() (weka.core.dataset.instances method)": [[10, "weka.core.dataset.Instances.values"]], "variable_names() (weka.core.classes.environment method)": [[10, "weka.core.classes.Environment.variable_names"]], "variable_value() (weka.core.classes.environment method)": [[10, "weka.core.classes.Environment.variable_value"]], "variance() (in module weka.core.utils)": [[10, "weka.core.utils.variance"]], "version (weka.core.packages.package property)": [[10, "weka.core.packages.Package.version"]], "weight (weka.core.dataset.attribute property)": [[10, "weka.core.dataset.Attribute.weight"]], "weight (weka.core.dataset.instance property)": [[10, "weka.core.dataset.Instance.weight"]], "weka.core": [[10, "module-weka.core"]], "weka.core.capabilities": [[10, "module-weka.core.capabilities"]], "weka.core.classes": [[10, "module-weka.core.classes"]], "weka.core.converters": [[10, "module-weka.core.converters"]], "weka.core.database": [[10, "module-weka.core.database"]], "weka.core.dataset": [[10, "module-weka.core.dataset"]], "weka.core.distances": [[10, "module-weka.core.distances"]], "weka.core.jvm": [[10, "module-weka.core.jvm"]], "weka.core.packages": [[10, "module-weka.core.packages"]], "weka.core.serialization": [[10, "module-weka.core.serialization"]], "weka.core.stemmers": [[10, "module-weka.core.stemmers"]], "weka.core.stopwords": [[10, "module-weka.core.stopwords"]], "weka.core.tokenizers": [[10, "module-weka.core.tokenizers"]], "weka.core.typeconv": [[10, "module-weka.core.typeconv"]], "weka.core.utils": [[10, "module-weka.core.utils"]], "weka.core.version": [[10, "module-weka.core.version"]], "weka_version() (in module weka.core.version)": [[10, "weka.core.version.weka_version"]], "with_package_support (in module weka.core.jvm)": [[10, "weka.core.jvm.with_package_support"]], "anytocommandline (class in weka.flow.conversion)": [[11, "weka.flow.conversion.AnyToCommandline"]], "attributeselection (class in weka.flow.transformer)": [[11, "weka.flow.transformer.AttributeSelection"]], "attributeselectioncontainer (class in weka.flow.container)": [[11, "weka.flow.container.AttributeSelectionContainer"]], "classselector (class in weka.flow.transformer)": [[11, "weka.flow.transformer.ClassSelector"]], "classificationcontainer (class in weka.flow.container)": [[11, "weka.flow.container.ClassificationContainer"]], "classifiererrors (class in weka.flow.sink)": [[11, "weka.flow.sink.ClassifierErrors"]], "clusteringcontainer (class in weka.flow.container)": [[11, "weka.flow.container.ClusteringContainer"]], "commandlinetoany (class in weka.flow.conversion)": [[11, "weka.flow.conversion.CommandlineToAny"]], "copy (class in weka.flow.transformer)": [[11, "weka.flow.transformer.Copy"]], "crossvalidate (class in weka.flow.transformer)": [[11, "weka.flow.transformer.CrossValidate"]], "datagenerator (class in weka.flow.source)": [[11, "weka.flow.source.DataGenerator"]], "evaluate (class in weka.flow.transformer)": [[11, "weka.flow.transformer.Evaluate"]], "evaluationsummary (class in weka.flow.transformer)": [[11, "weka.flow.transformer.EvaluationSummary"]], "filter (class in weka.flow.transformer)": [[11, "weka.flow.transformer.Filter"]], "instancedumper (class in weka.flow.sink)": [[11, "weka.flow.sink.InstanceDumper"]], "lineplot (class in weka.flow.sink)": [[11, "weka.flow.sink.LinePlot"]], "loaddatabase (class in weka.flow.source)": [[11, "weka.flow.source.LoadDatabase"]], "loaddataset (class in weka.flow.transformer)": [[11, "weka.flow.transformer.LoadDataset"]], "matrixplot (class in weka.flow.sink)": [[11, "weka.flow.sink.MatrixPlot"]], "modelcontainer (class in weka.flow.container)": [[11, "weka.flow.container.ModelContainer"]], "modelreader (class in weka.flow.transformer)": [[11, "weka.flow.transformer.ModelReader"]], "modelwriter (class in weka.flow.sink)": [[11, "weka.flow.sink.ModelWriter"]], "prc (class in weka.flow.sink)": [[11, "weka.flow.sink.PRC"]], "predict (class in weka.flow.transformer)": [[11, "weka.flow.transformer.Predict"]], "roc (class in weka.flow.sink)": [[11, "weka.flow.sink.ROC"]], "renamerelation (class in weka.flow.transformer)": [[11, "weka.flow.transformer.RenameRelation"]], "setstoragevalue (class in weka.flow.transformer)": [[11, "weka.flow.transformer.SetStorageValue"]], "train (class in weka.flow.transformer)": [[11, "weka.flow.transformer.Train"]], "check_input() (weka.flow.conversion.commandlinetoany method)": [[11, "weka.flow.conversion.CommandlineToAny.check_input"]], "check_input() (weka.flow.sink.classifiererrors method)": [[11, "weka.flow.sink.ClassifierErrors.check_input"]], "check_input() (weka.flow.sink.instancedumper method)": [[11, "weka.flow.sink.InstanceDumper.check_input"]], "check_input() (weka.flow.sink.lineplot method)": [[11, "weka.flow.sink.LinePlot.check_input"]], "check_input() (weka.flow.sink.matrixplot method)": [[11, "weka.flow.sink.MatrixPlot.check_input"]], "check_input() (weka.flow.sink.modelwriter method)": [[11, "weka.flow.sink.ModelWriter.check_input"]], "check_input() (weka.flow.sink.prc method)": [[11, "weka.flow.sink.PRC.check_input"]], "check_input() (weka.flow.sink.roc method)": [[11, "weka.flow.sink.ROC.check_input"]], "check_input() (weka.flow.transformer.attributeselection method)": [[11, "weka.flow.transformer.AttributeSelection.check_input"]], "check_input() (weka.flow.transformer.classselector method)": [[11, "weka.flow.transformer.ClassSelector.check_input"]], "check_input() (weka.flow.transformer.crossvalidate method)": [[11, "weka.flow.transformer.CrossValidate.check_input"]], "check_input() (weka.flow.transformer.evaluate method)": [[11, "weka.flow.transformer.Evaluate.check_input"]], "check_input() (weka.flow.transformer.evaluationsummary method)": [[11, "weka.flow.transformer.EvaluationSummary.check_input"]], "check_input() (weka.flow.transformer.filter method)": [[11, "weka.flow.transformer.Filter.check_input"]], "check_input() (weka.flow.transformer.loaddataset method)": [[11, "weka.flow.transformer.LoadDataset.check_input"]], "check_input() (weka.flow.transformer.predict method)": [[11, "weka.flow.transformer.Predict.check_input"]], "check_input() (weka.flow.transformer.renamerelation method)": [[11, "weka.flow.transformer.RenameRelation.check_input"]], "check_input() (weka.flow.transformer.train method)": [[11, "weka.flow.transformer.Train.check_input"]], "convert() (weka.flow.conversion.anytocommandline method)": [[11, "weka.flow.conversion.AnyToCommandline.convert"]], "convert() (weka.flow.conversion.commandlinetoany method)": [[11, "weka.flow.conversion.CommandlineToAny.convert"]], "description() (weka.flow.conversion.anytocommandline method)": [[11, "weka.flow.conversion.AnyToCommandline.description"]], "description() (weka.flow.conversion.commandlinetoany method)": [[11, "weka.flow.conversion.CommandlineToAny.description"]], "description() (weka.flow.sink.classifiererrors method)": [[11, "weka.flow.sink.ClassifierErrors.description"]], "description() (weka.flow.sink.instancedumper method)": [[11, "weka.flow.sink.InstanceDumper.description"]], "description() (weka.flow.sink.lineplot method)": [[11, "weka.flow.sink.LinePlot.description"]], "description() (weka.flow.sink.matrixplot method)": [[11, "weka.flow.sink.MatrixPlot.description"]], "description() (weka.flow.sink.modelwriter method)": [[11, "weka.flow.sink.ModelWriter.description"]], "description() (weka.flow.sink.prc method)": [[11, "weka.flow.sink.PRC.description"]], "description() (weka.flow.sink.roc method)": [[11, "weka.flow.sink.ROC.description"]], "description() (weka.flow.source.datagenerator method)": [[11, "weka.flow.source.DataGenerator.description"]], "description() (weka.flow.source.loaddatabase method)": [[11, "weka.flow.source.LoadDatabase.description"]], "description() (weka.flow.transformer.attributeselection method)": [[11, "weka.flow.transformer.AttributeSelection.description"]], "description() (weka.flow.transformer.classselector method)": [[11, "weka.flow.transformer.ClassSelector.description"]], "description() (weka.flow.transformer.copy method)": [[11, "weka.flow.transformer.Copy.description"]], "description() (weka.flow.transformer.crossvalidate method)": [[11, "weka.flow.transformer.CrossValidate.description"]], "description() (weka.flow.transformer.evaluate method)": [[11, "weka.flow.transformer.Evaluate.description"]], "description() (weka.flow.transformer.evaluationsummary method)": [[11, "weka.flow.transformer.EvaluationSummary.description"]], "description() (weka.flow.transformer.filter method)": [[11, "weka.flow.transformer.Filter.description"]], "description() (weka.flow.transformer.loaddataset method)": [[11, "weka.flow.transformer.LoadDataset.description"]], "description() (weka.flow.transformer.modelreader method)": [[11, "weka.flow.transformer.ModelReader.description"]], "description() (weka.flow.transformer.predict method)": [[11, "weka.flow.transformer.Predict.description"]], "description() (weka.flow.transformer.renamerelation method)": [[11, "weka.flow.transformer.RenameRelation.description"]], "description() (weka.flow.transformer.setstoragevalue method)": [[11, "weka.flow.transformer.SetStorageValue.description"]], "description() (weka.flow.transformer.train method)": [[11, "weka.flow.transformer.Train.description"]], "do_execute() (weka.flow.sink.classifiererrors method)": [[11, "weka.flow.sink.ClassifierErrors.do_execute"]], "do_execute() (weka.flow.sink.instancedumper method)": [[11, "weka.flow.sink.InstanceDumper.do_execute"]], "do_execute() (weka.flow.sink.lineplot method)": [[11, "weka.flow.sink.LinePlot.do_execute"]], "do_execute() (weka.flow.sink.matrixplot method)": [[11, "weka.flow.sink.MatrixPlot.do_execute"]], "do_execute() (weka.flow.sink.modelwriter method)": [[11, "weka.flow.sink.ModelWriter.do_execute"]], "do_execute() (weka.flow.sink.prc method)": [[11, "weka.flow.sink.PRC.do_execute"]], "do_execute() (weka.flow.sink.roc method)": [[11, "weka.flow.sink.ROC.do_execute"]], "do_execute() (weka.flow.source.datagenerator method)": [[11, "weka.flow.source.DataGenerator.do_execute"]], "do_execute() (weka.flow.source.loaddatabase method)": [[11, "weka.flow.source.LoadDatabase.do_execute"]], "do_execute() (weka.flow.transformer.attributeselection method)": [[11, "weka.flow.transformer.AttributeSelection.do_execute"]], "do_execute() (weka.flow.transformer.classselector method)": [[11, "weka.flow.transformer.ClassSelector.do_execute"]], "do_execute() (weka.flow.transformer.copy method)": [[11, "weka.flow.transformer.Copy.do_execute"]], "do_execute() (weka.flow.transformer.crossvalidate method)": [[11, "weka.flow.transformer.CrossValidate.do_execute"]], "do_execute() (weka.flow.transformer.evaluate method)": [[11, "weka.flow.transformer.Evaluate.do_execute"]], "do_execute() (weka.flow.transformer.evaluationsummary method)": [[11, "weka.flow.transformer.EvaluationSummary.do_execute"]], "do_execute() (weka.flow.transformer.filter method)": [[11, "weka.flow.transformer.Filter.do_execute"]], "do_execute() (weka.flow.transformer.loaddataset method)": [[11, "weka.flow.transformer.LoadDataset.do_execute"]], "do_execute() (weka.flow.transformer.modelreader method)": [[11, "weka.flow.transformer.ModelReader.do_execute"]], "do_execute() (weka.flow.transformer.predict method)": [[11, "weka.flow.transformer.Predict.do_execute"]], "do_execute() (weka.flow.transformer.renamerelation method)": [[11, "weka.flow.transformer.RenameRelation.do_execute"]], "do_execute() (weka.flow.transformer.setstoragevalue method)": [[11, "weka.flow.transformer.SetStorageValue.do_execute"]], "do_execute() (weka.flow.transformer.train method)": [[11, "weka.flow.transformer.Train.do_execute"]], "fix_config() (weka.flow.conversion.commandlinetoany method)": [[11, "weka.flow.conversion.CommandlineToAny.fix_config"]], "fix_config() (weka.flow.sink.classifiererrors method)": [[11, "weka.flow.sink.ClassifierErrors.fix_config"]], "fix_config() (weka.flow.sink.lineplot method)": [[11, "weka.flow.sink.LinePlot.fix_config"]], "fix_config() (weka.flow.sink.matrixplot method)": [[11, "weka.flow.sink.MatrixPlot.fix_config"]], "fix_config() (weka.flow.sink.prc method)": [[11, "weka.flow.sink.PRC.fix_config"]], "fix_config() (weka.flow.sink.roc method)": [[11, "weka.flow.sink.ROC.fix_config"]], "fix_config() (weka.flow.source.datagenerator method)": [[11, "weka.flow.source.DataGenerator.fix_config"]], "fix_config() (weka.flow.source.loaddatabase method)": [[11, "weka.flow.source.LoadDatabase.fix_config"]], "fix_config() (weka.flow.transformer.attributeselection method)": [[11, "weka.flow.transformer.AttributeSelection.fix_config"]], "fix_config() (weka.flow.transformer.classselector method)": [[11, "weka.flow.transformer.ClassSelector.fix_config"]], "fix_config() (weka.flow.transformer.crossvalidate method)": [[11, "weka.flow.transformer.CrossValidate.fix_config"]], "fix_config() (weka.flow.transformer.evaluate method)": [[11, "weka.flow.transformer.Evaluate.fix_config"]], "fix_config() (weka.flow.transformer.evaluationsummary method)": [[11, "weka.flow.transformer.EvaluationSummary.fix_config"]], "fix_config() (weka.flow.transformer.filter method)": [[11, "weka.flow.transformer.Filter.fix_config"]], "fix_config() (weka.flow.transformer.loaddataset method)": [[11, "weka.flow.transformer.LoadDataset.fix_config"]], "fix_config() (weka.flow.transformer.predict method)": [[11, "weka.flow.transformer.Predict.fix_config"]], "fix_config() (weka.flow.transformer.renamerelation method)": [[11, "weka.flow.transformer.RenameRelation.fix_config"]], "fix_config() (weka.flow.transformer.setstoragevalue method)": [[11, "weka.flow.transformer.SetStorageValue.fix_config"]], "fix_config() (weka.flow.transformer.train method)": [[11, "weka.flow.transformer.Train.fix_config"]], "from_config() (weka.flow.source.datagenerator method)": [[11, "weka.flow.source.DataGenerator.from_config"]], "has_output() (weka.flow.transformer.loaddataset method)": [[11, "weka.flow.transformer.LoadDataset.has_output"]], "is_valid() (weka.flow.container.attributeselectioncontainer method)": [[11, "weka.flow.container.AttributeSelectionContainer.is_valid"]], "is_valid() (weka.flow.container.classificationcontainer method)": [[11, "weka.flow.container.ClassificationContainer.is_valid"]], "is_valid() (weka.flow.container.clusteringcontainer method)": [[11, "weka.flow.container.ClusteringContainer.is_valid"]], "is_valid() (weka.flow.container.modelcontainer method)": [[11, "weka.flow.container.ModelContainer.is_valid"]], "output() (weka.flow.transformer.loaddataset method)": [[11, "weka.flow.transformer.LoadDataset.output"]], "quickinfo (weka.flow.sink.classifiererrors property)": [[11, "weka.flow.sink.ClassifierErrors.quickinfo"]], "quickinfo (weka.flow.sink.lineplot property)": [[11, "weka.flow.sink.LinePlot.quickinfo"]], "quickinfo (weka.flow.sink.matrixplot property)": [[11, "weka.flow.sink.MatrixPlot.quickinfo"]], "quickinfo (weka.flow.sink.prc property)": [[11, "weka.flow.sink.PRC.quickinfo"]], "quickinfo (weka.flow.sink.roc property)": [[11, "weka.flow.sink.ROC.quickinfo"]], "quickinfo (weka.flow.source.datagenerator property)": [[11, "weka.flow.source.DataGenerator.quickinfo"]], "quickinfo (weka.flow.source.loaddatabase property)": [[11, "weka.flow.source.LoadDatabase.quickinfo"]], "quickinfo (weka.flow.transformer.attributeselection property)": [[11, "weka.flow.transformer.AttributeSelection.quickinfo"]], "quickinfo (weka.flow.transformer.classselector property)": [[11, "weka.flow.transformer.ClassSelector.quickinfo"]], "quickinfo (weka.flow.transformer.crossvalidate property)": [[11, "weka.flow.transformer.CrossValidate.quickinfo"]], "quickinfo (weka.flow.transformer.evaluate property)": [[11, "weka.flow.transformer.Evaluate.quickinfo"]], "quickinfo (weka.flow.transformer.evaluationsummary property)": [[11, "weka.flow.transformer.EvaluationSummary.quickinfo"]], "quickinfo (weka.flow.transformer.filter property)": [[11, "weka.flow.transformer.Filter.quickinfo"]], "quickinfo (weka.flow.transformer.loaddataset property)": [[11, "weka.flow.transformer.LoadDataset.quickinfo"]], "quickinfo (weka.flow.transformer.predict property)": [[11, "weka.flow.transformer.Predict.quickinfo"]], "quickinfo (weka.flow.transformer.renamerelation property)": [[11, "weka.flow.transformer.RenameRelation.quickinfo"]], "quickinfo (weka.flow.transformer.setstoragevalue property)": [[11, "weka.flow.transformer.SetStorageValue.quickinfo"]], "quickinfo (weka.flow.transformer.train property)": [[11, "weka.flow.transformer.Train.quickinfo"]], "stop_execution() (weka.flow.transformer.loaddataset method)": [[11, "weka.flow.transformer.LoadDataset.stop_execution"]], "to_config() (weka.flow.source.datagenerator method)": [[11, "weka.flow.source.DataGenerator.to_config"]], "weka.flow": [[11, "module-weka.flow"]], "weka.flow.container": [[11, "module-weka.flow.container"]], "weka.flow.conversion": [[11, "module-weka.flow.conversion"]], "weka.flow.sink": [[11, "module-weka.flow.sink"]], "weka.flow.source": [[11, "module-weka.flow.source"]], "weka.flow.transformer": [[11, "module-weka.flow.transformer"]], "wrapup() (weka.flow.transformer.loaddataset method)": [[11, "weka.flow.transformer.LoadDataset.wrapup"]], "create_subsample() (in module weka.plot)": [[12, "weka.plot.create_subsample"]], "generate_thresholdcurve_data() (in module weka.plot.classifiers)": [[12, "weka.plot.classifiers.generate_thresholdcurve_data"]], "get_auc() (in module weka.plot.classifiers)": [[12, "weka.plot.classifiers.get_auc"]], "get_prc() (in module weka.plot.classifiers)": [[12, "weka.plot.classifiers.get_prc"]], "get_thresholdcurve_data() (in module weka.plot.classifiers)": [[12, "weka.plot.classifiers.get_thresholdcurve_data"]], "line_plot() (in module weka.plot.dataset)": [[12, "weka.plot.dataset.line_plot"]], "matrix_plot() (in module weka.plot.dataset)": [[12, "weka.plot.dataset.matrix_plot"]], "plot_classifier_errors() (in module weka.plot.classifiers)": [[12, "weka.plot.classifiers.plot_classifier_errors"]], "plot_cluster_assignments() (in module weka.plot.clusterers)": [[12, "weka.plot.clusterers.plot_cluster_assignments"]], "plot_dot_graph() (in module weka.plot.graph)": [[12, "weka.plot.graph.plot_dot_graph"]], "plot_experiment() (in module weka.plot.experiments)": [[12, "weka.plot.experiments.plot_experiment"]], "plot_graph() (in module weka.plot.graph)": [[12, "weka.plot.graph.plot_graph"]], "plot_learning_curve() (in module weka.plot.classifiers)": [[12, "weka.plot.classifiers.plot_learning_curve"]], "plot_prc() (in module weka.plot.classifiers)": [[12, "weka.plot.classifiers.plot_prc"]], "plot_prcs() (in module weka.plot.classifiers)": [[12, "weka.plot.classifiers.plot_prcs"]], "plot_roc() (in module weka.plot.classifiers)": [[12, "weka.plot.classifiers.plot_roc"]], "plot_rocs() (in module weka.plot.classifiers)": [[12, "weka.plot.classifiers.plot_rocs"]], "plot_xmlbif_graph() (in module weka.plot.graph)": [[12, "weka.plot.graph.plot_xmlbif_graph"]], "scatter_plot() (in module weka.plot.dataset)": [[12, "weka.plot.dataset.scatter_plot"]], "set_window_title() (in module weka.plot)": [[12, "weka.plot.set_window_title"]], "weka.plot": [[12, "module-weka.plot"]], "weka.plot.classifiers": [[12, "module-weka.plot.classifiers"]], "weka.plot.clusterers": [[12, "module-weka.plot.clusterers"]], "weka.plot.dataset": [[12, "module-weka.plot.dataset"]], "weka.plot.experiments": [[12, "module-weka.plot.experiments"]], "weka.plot.graph": [[12, "module-weka.plot.graph"]], "xmlbif_to_dot() (in module weka.plot.graph)": [[12, "weka.plot.graph.xmlbif_to_dot"]]}})
\ No newline at end of file