From: Prediction of synergistic drug combinations using PCA-initialized deep learning
Hyperparameter | Values considered |
---|---|
Preprocessing | norm; norm+tanh; norm+tanh+norm |
Number of estimators (decision trees) | 128; 512; 1024; 2048 |
Learning rates | 1; 0.1; 0.01 |