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