From: Industry-scale application and evaluation of deep learning for drug target prediction
Metric | Null Hyp.: DNN AUC < row AUC | ||||
---|---|---|---|---|---|
Algorithm | ROC-AUC | Kappa | F1 | Wilcoxon test | Sign test |
DNN | 0.83 ± 0.11 | 0.39 ± 0.23 | 0.58 ± 0.30 | ||
XGB | 0.81 ± 0.11 | 0.36 ± 0.21 | 0.56 ± 0.30 | 8.01e−48 | 7.90e−50 |
MF | 0.78 ± 0.11 | 0.15 ± 0.20 | 0.45 ± 0.34 | 1.80e−71 | 1.14e−84 |