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