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. 2020 May 21;7(6):952–960. doi: 10.1109/TBDATA.2020.2996401

TABLE 7. Classification Metrics for the Four Pairs of Datasets.

Metric Baseline
Logit XGB RF
Accuracy 0.625 0.628 0.645
Precision 0.604 0.594 0.606
Recall 0.268 0.315 0.396
F1 0.371 0.411 0.479
AUC-ROC 0.618 0.647 0.669
(a) Baseline (NInline graphic CD =593,233, NInline graphic ND =490,168)

Best AUC-ROC scores are highlighted in each dataset pair.