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Table 2 Hyperparameters considered for elastic net

From: Prediction of synergistic drug combinations using PCA-initialized deep learning

Hyperparameter

Values considered

Preprocessing

norm; norm+tanh; norm+tanh+norm

α

0.1; 1; 10; 100

L1 ratio

0.25; 0.5; 0.75