TSVM Classifier | Current Top 7 | N Strongest | All Nmax (= 534) carriers |
---|---|---|---|
Linear | |||
w/PCA | 40.6 (PC = 10) | 60.4 (N = 260, PC = 10) | 62.4 |
w/o PCA | 32.7 | 87.1 (N = 350) | 81.2 |
Gaussian | |||
w/PCA | 38.6 (PC = 10) | 47.5 (N = 250, PC = 10) | 48.5 |
w/o PCA | 37.6 | 75.2 (N = 350) | - |
K-NN | 37.6 (K = 6) | 55.5 (N = 450, K = 5) | 55.4 (K = 5) |