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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

Target Training set Test set SVM model
ROC-AUC Kappa value
EGFR 2949 2326 0.850 0.56
HTR1A 48,283 23,048 0.993 0.90
S1PR1 49,381 23,745 0.995 0.91
  1. Training set size (training set), test set size (test set), receiver operating characteristic area under the curve (ROC-AUC), kappa value