Acc | Miscl/FN | Sensitivity | Specificity | AUC | |
---|---|---|---|---|---|
DT | |||||
D1 | 0.78(0.096) | 4(1.721)/2(1.226) | 0.78(0.136) | 0.78(0.146) | 0.78(0.096) |
D2 | 0.71(0.085) | 5(1.453)/3(1.344) | 0.63(0.168) | 0.78(0.143) | 0.70(0.085) |
D3 | 0.65(0.111) | 6(1.882)/3(1.496) | 0.63(0.187) | 0.78(0.159) | 0.65(0.108) |
\(\bar{x}\) | 0.71 | – | 0.68 | 0.78 | 0.71 |
svmL | |||||
D1 | 0.83(0.071) | 3(1.284)/3(1.288) | 0.67(0.143) | 1.00(0.022) | 0.83(0.071) |
D2 | 0.76(0.089) | 4(1.152)/3(1.218) | 0.63(0.152) | 1.00(0.085) | 0.75(0.092) |
D3 | 0.71(0.092) | 5(1.568)/4(1.256) | 0.50(0.157) | 0.78(0.130) | 0.69(0.084) |
\(\bar{x}\) | 0.77 | – | 0.60 | 0.93 | 0.76 |
svmR | |||||
D1 | 0.78(0.089) | 4(1.602)/2(1.015) | 0.78(0.113) | 0.78(0.153) | 0.78(0.089) |
D2 | 0.71(0.097) | 5(1.656)/2(1.326) | 0.88(0.120) | 0.78(0.188) | 0.72(0.096) |
D3 | 0.59(0.109) | 7(1.487)/4(2.259) | 0.50(0.282) | 0.78(0.154) | 0.58(0.107) |
\(\bar{x}\) | 0.69 | – | 0.72 | 0.78 | 0.69 |
LR | |||||
D1 | 0.72(0.094) | 5(1.687)/3(1.431) | 0.67(0.159) | 0.78(0.130) | 0.72(0.094) |
D2 | 0.65(0.097) | 6(1.652)/4(1.406) | 0.50(0.176) | 0.89(0.151) | 0.64(0.097) |
D3 | 0.65(0.096) | 6(1.633)/4(1.456) | 0.50(0.182) | 0.67(0.173) | 0.63(0.092) |
\(\bar{x}\) | 0.67 | – | 0.56 | 0.78 | 0.66 |
RF | |||||
D1 | 0.86(0.063) | 3(1.132)/2(1.104) | 0.78(0.123) | 1.00(0.025) | 0.86(0.063) |
D2 | 0.82(0.058) | 3(0.983)/3(1.003) | 0.63(0.125) | 1.00(0.040) | 0.81(0.061) |
D3 | 0.76(0.075) | 4(1.267)/4(1.135) | 0.50(0.142) | 1.00(0.102) | 0.75(0.076) |
\(\bar{x}\) | 0.81 | – | 0.64 | 1 | 0.81 |