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TPLin22 committed Sep 22, 2024
1 parent fe6b4c3 commit 39f899f
Showing 1 changed file with 2 additions and 4 deletions.
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@ def prepreprocess():
This method loads the data, drops the unnecessary columns, and splits it into train and validation sets.
"""
# Load and preprocess the data
data_df = pd.read_csv("/data/userdata/v-haoranpan/RD-Agent/git_ignore_folder/data/playground-series-s4e9/train.csv")
data_df = pd.read_csv("/kaggle/input/train.csv")
data_df = data_df.drop(["id"], axis=1)

X = data_df.drop(["price"], axis=1)
Expand Down Expand Up @@ -100,9 +100,7 @@ def preprocess_script():
X_valid = preprocess_transform(X_valid, preprocessor)

# Load and preprocess the test data
submission_df = pd.read_csv(
"/data/userdata/v-haoranpan/RD-Agent/git_ignore_folder/data/playground-series-s4e9/test.csv"
)
submission_df = pd.read_csv("/kaggle/input/test.csv")
ids = submission_df["id"]
submission_df = submission_df.drop(["id"], axis=1)
X_test = preprocess_transform(submission_df, preprocessor)
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