Kaggle Competition "Personalized Medicine: Redefining Cancer Treatment" sponsored by Memorial Sloan-Kettering Cancer Center (MSKCC). https://www.kaggle.com/c/msk-redefining-cancer-treatment

My analyses and exploration of the dataset are included in this repository. The task was a multi-class classification of clinical texts that describe various cancer cases. The goal is to classify each case into a category of cancers.

I wrote those codes for my own learning purpose and abide by the code/data sharing rules of the competition (https://www.kaggle.com/c/msk-redefining-cancer-treatment/rules)

Image Gallery
PCA

Feature Importances from a Tree Classifier

Distribution of differen types

Heatmap