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. 2018 Sep 24;19(Suppl 7):667. doi: 10.1186/s12864-018-5031-0

Table 1.

Performance comparisons across methods

Validation accuracy F-score PoPC
LR 76.84% ±0.96 68.88% ±0.05 38.11% ±2.85
RF 87.12% ±1.50 77.57% ±4.97 23.40% ±1.77
VC 90.00% ±0.05 84.45% ±0.71 29.85% ±3.01
GBDT 90.46% ±0.02 85.86% ±1.70 28.41% ±2.01
DNN 90.53% ±1.44 86.38% ±1.96 03.98% ±1.10