PERSONALIZED CANCER DIAGNOSIS!! SOURCE:https://www.kaggle.com/c/msk-redefining-cancer-treatment
Objective: Classify the given genetic variations/mutations based on evidence from text-based clinical literature.
Business constraints: 1.errors can be costly 2.interpretability is very important 3.No low latency is required
Data Overview: 1.training_variants (ID , Gene, Variations, Class) 2.training_text (ID, Text)
Performance matrix: 1.multi class log-loss 2.confusion matrix