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Table 1 Targeted data set and the performance of the SVM models

From: A de novo molecular generation method using latent vector based generative adversarial network

TargetTraining setTest setSVM model
ROC-AUCKappa value
EGFR294923260.8500.56
HTR1A48,28323,0480.9930.90
S1PR149,38123,7450.9950.91
  1. Training set size (training set), test set size (test set), receiver operating characteristic area under the curve (ROC-AUC), kappa value