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Table 1 Performance of the gene signature (GS)-based method and CancerOmicsNet in detecting effective anticancer treatments. Recall (TPR), precision (PPV), accuracy (ACC), F1 score, and the area under the receiver operating characteristic curve (AUC-ROC) are calculated for a dataset of 87 treatments

From: Artificial intelligence to guide precision anticancer therapy with multitargeted kinase inhibitors

Method

TPR

PPV

ACC

F1 score

AUC-ROC

GS-based

0.447

0.950

0.437

0.608

0.475

CancerOmicsNet

0.714

0.712

0.714

0.712

0.761