In this challenge, we are given Raman spectra for 1000 chemical solutions with different containers, solutes, molecules (4 different molecules for chemiotherapy usage) and concentrations. Providing the right molecule at the right concentration is a crucial point for the chemiotherapy to be successful.
This project is about optimizing these two problems:
Predict the molecule present in the solution
Predict the concentration of the molecules
Classification: 0/1 loss
Regression: MARE
Combined: 2/3 * clf + 1/3 * reg
Frome the starting kit: 0.15
Final individual score: 0.053
Score after collaborative session: 0.040