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Table 4 Hyperparameters considered for XGBoost

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