MIT | PSVM | TSVM | LRSMM | LTMRSMM | PSMM |
Test set | Accuracy (%) | Accuracy (%) | Accuracy (%) | Accuracy (%) | Accuracy (%) |
pos/neg | Time (s) | Time (s) | Time (s) | Time (s) | Time (s) |
100/100 | 87.70 | 85.95 | 89.10 | 87.00 | 92.60 |
0.00678 | 0.01823 | 9.61162 | 1.53774 | 0.09710 | |
200/200 | 89.10 | 86.15 | 88.80 | 85.28 | 92.15 |
0.00753 | 0.01756 | 10.32216 | 1.69821 | 0.09709 | |
300/300 | 90.10 | 87.45 | 90.07 | 88.38 | 92.93 |
0.00455 | 0.01756 | 10.73969 | 1.70013 | 0.09879 | |
400/400 | 88.09 | 84.64 | 88.45 | 85.65 | 92.72 |
0.00712 | 0.01797 | 10.17160 | 1.65579 | 0.09469 | |
500/500 | 90.28 | 88.73 | 91.37 | 87.36 | 93.61 |
0.00705 | 0.01726 | 10.37729 | 1.61703 | 0.10190 |