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. 2023 Aug 9;36(8):1238–1247. doi: 10.1021/acs.chemrestox.2c00378

Table 4. Cross-Validation AUROC Performance Score.

Train Set TG-GATEs
TG-GATEs, JNJ-I
Model standard cost-sensitive standard cost-sensitive
L1-LR 0.64 ± 0.05 0.64 ± 0.05 0.67 ± 0.03 0.67 ± 0.03
RF 0.68 ± 0.04 0.67 ± 0.04 0.64 ± 0.03 0.65 ± 0.03
SVM 0.69 ± 0.03 0.68 ± 0.03 0.67 ± 0.01 0.66 ± 0.01