Prediction model | PCM-SABRE pipeline | Chou et al. [10] | ||
---|---|---|---|---|
Feature selection | InfoGain | ANOVA | MW U test | MW U test |
RF | 76.52 (NA) | 77.70 (NA) | 76.10 (NA) | NA |
LR | 76.27 (73.0) | 66.55 (62.49) | 75.68 (70.95) | 64.12 (58.96) |
PNN | 76.52 (74.09) | 76.27 (75.21) | 74.58 (72.32) | 69.54 (63.88) |
KNN | 75.76 (67.78) | 75.34 (68.48) | 76.10 (70.30) | NA |
SVM | 72.64 (NA) | 72.64 (NA) | 72.64 (NA) | NA |
DT | 70.19 (60.59) | 68.07 (61.53) | 64.44 (57.34) | 63.45 (56.90) |
DL | NA | NA | 75.34 (71.71) | 68.90 (61.66) |
DA | NA | NA | 75.51 (72.23) | 65.91 (61.65) |