CM | Â | CA | PR | RE | F1 | auROC |
---|---|---|---|---|---|---|
Naive Bayes | ||||||
187 | 195 | 72.8 | 23.9 | 38.8 | 29.6 | 70.9 |
195 | 2190 | Â | Â | Â | Â | Â |
Random Forest | ||||||
192 | 290 | 82.1 | 39.6 | 39.8 | 39.7 | 64.7 |
293 | 2491 | Â | Â | Â | Â | Â |
Support Vector Machine | ||||||
134 | 348 | 87.0 | 63.2 | 27.8 | 38.6 | 62.5 |
78 | 2706 | Â | Â | Â | Â | Â |
GMLVQ with 1 prototype per class | ||||||
Run 1 | ||||||
320 | 162 | 69.6 | 27.8 | 66.4 | 39.2 | 67.7 |
830 | 1954 | Â | Â | Â | Â | Â |
Run 2 | ||||||
351 | 162 | 68.7 | 28.3 | 72.8 | 40.7 | 73.7 |
890 | 1954 | Â | Â | Â | Â | Â |
Run 3 | ||||||
348 | 134 | 68.6 | 28.1 | 72.2 | 40.4 | 76.6 |
891 | 1893 | Â | Â | Â | Â | Â |
GMLVQ with 5 prototype per class | ||||||
Run 4 | ||||||
187 | 295 | 77.4 | 29.7 | 38.8 | 33.6 | 69.4 |
443 | 2341 | Â | Â | Â | Â | Â |
Run 5 | ||||||
288 | 194 | 69.0 | 26.0 | 59.8 | 36.2 | 70.5 |
819 | 1965 | Â | Â | Â | Â | Â |
Run 6 | ||||||
274 | 208 | 70.3 | 26.4 | 56.8 | 36.1 | 70.3 |
763 | 2021 | Â | Â | Â | Â | Â |