Students | PSVM | TSVM | LRSMM | LTMRSMM | PSMM |
Test set | Accuracy (%) | Accuracy (%) | Accuracy (%) | Accuracy (%) | Accuracy (%) |
pos/neg | Time (s) | Time (s) | Time (s) | Time (s) | Time (s) |
40/40 | 90.13 | 90.63 | 88.63 | 80.25 | 94.25 |
0.67461 | 1.69127 | 5.29848 | 1.17995 | 4.77109 | |
50/50 | 88.20 | 88.20 | 88.00 | 80.00 | 92.60 |
0.69538 | 1.65039 | 5.30147 | 1.16947 | 5.33867 | |
60/60 | 88.42 | 88.83 | 87.67 | 79.92 | 93.00 |
0.67033 | 1.66927 | 5.50830 | 1.16938 | 4.78024 | |
70/70 | 88.86 | 88.79 | 87.86 | 78.57 | 93.07 |
0.66228 | 1.61085 | 5.45025 | 1.15839 | 4.82768 | |
80/80 | 90.69 | 91.44 | 90.32 | 78.00 | 93.88 |
0.65905 | 1.61492 | 5.69662 | 1.10800 | 5.03019 |