Classification on Pima (F1, Acc, W-F1, M-F1)
90.9F1 ScoreSVM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SVMC=0, RunID=0754, Feat=4, FS=bMax, Sc=Std, Aug=MX, Imb=nIMB, Norm=L, Split=0.1, Prob=0.35, Seed=1262026.05 | 90.9 | 88.3 | 88.4 | 87.3 | |
| SVMC=0, RunID=0754, Feat=4, FS=bMean, Sc=Std, Aug=MX, Imb=nIMB, Norm=F, Split=0.1, Prob=0.35, Seed=1262026.05 | 90.9 | 88.3 | 88.4 | 87.3 | |
| RFC=0, RunID=1919, Feat=5, FS=bMean, Sc=Std, Aug=MX, Imb=nIMB, Norm=L, Split=0.1, Prob=0.50, Seed=72026.05 | 90.6 | 87 | 86.6 | 84.9 | |
| GBC=0, RunID=0754, Feat=4, FS=bMean, Sc=Std, Aug=MX, Imb=nIMB, Norm=L, Split=0.1, Prob=0.50, Seed=1262026.05 | 90.6 | 87 | 86.6 | 84.9 | |
| XGBC=0, RunID=1411, Feat=6, FS=bMax, Sc=Std, Aug=NA, Imb=Tomek, Norm=L, Split=0.1, Prob=0.35, Seed=1262026.05 | 90.5 | 88.3 | 88.5 | 87.6 |