Classifier | 1st stage | 2nd stage | 3rd stage | ||||||
---|---|---|---|---|---|---|---|---|---|
 | SN | SL | GM | SN | SL | GM | SN | SL | GM |
(A) Results for TSHS1, TSHS2, and TSHS3: | Â | Â | Â | Â | Â | Â | Â | Â | Â |
LibSVM | 87.5 | 99.5 | 93.3 | 84.7 | 100 | 92 | 98.1 | 100 | 99.1 |
SMO | 86.7 | 84 | 85.3 | 92.9 | 94.5 | 93.7 | 99.9 | 99.4 | 99.6 |
MLP | 92.3 | 88.4 | 90.3 | 97.9 | 97 | 97.5 | 99.9 | 99.7 | 99.8 |
RF | 97.8 | 97.7 | 97.8 | 98.7 | 99 | 98.8 | 100 | 99.7 | 99.8 |
(B) Results for TSMM1, TSMM2, and TSMM3: | Â | Â | Â | Â | Â | Â | Â | Â | Â |
LibSVM | 89.4 | 98.8 | 94 | 100 | 60.5 | 77.8 | 97.6 | 100 | 98.8 |
SMO | 85.6 | 81.6 | 83.5 | 92 | 92.5 | 92.2 | 99.2 | 99 | 99.1 |
MLP | 88.9 | 86.8 | 87.8 | 95.2 | 94.9 | 95.1 | 99.9 | 99.5 | 99.7 |
RF | 96.4 | 94.6 | 95.5 | 97.8 | 97.9 | 97.8 | 99.8 | 99.6 | 99.7 |