Table 3 Percentage of correctly classified test set examples for the TSVM (home set)
TSVM Classifier | Current Top 7 | N Strongest | All Nmax (= 488) carriers |
|---|---|---|---|
Linear | |||
w/PCA | 54.1 (PC = 4) | 95.1 (N = 350, PC = 4) | 93.4 (PC = 4) |
w/o PCA | 55,7 | 98.4 (N = 370) | 98.4 |
Gaussian | |||
w/PCA | 52.5 (PC=10) | 98.4 (N = 280, PC = 6) | 96.7 (PC = 7) |
w/o PCA | 62,3 | 98.4 (N = 330) | - |
K- NN | 50.8 (K=4) | 91.8 (N = 200, K = 4) | 86.8 (K = 5) |