LGBM
LightGBM
Model Architecture
LGBM uses the LightGBM gradient boosting framework to predict drug response from gene expression of cancer cell lines and drug features. It is an efficient tree based learning algorithm.
Feature Representation
Cancer features:
Gene Expression
Drug features:
Drug Fingerprints