Table 1.
Classification results with respect to various kernels
| | ||||||||
|---|---|---|---|---|---|---|---|---|
| Kernel | Factor | Se. | Sp. | TP | TN | FP | FN | Detect |
| Gaussian |
0.5 |
0.939 |
0.912 |
27600 |
21441 |
2075 |
1794 |
349 |
| Rectangular |
1.5 |
0.892 |
0.913 |
26209 |
21460 |
2056 |
3185 |
329 |
| Epanechnikov |
1.7 |
0.904 |
0.915 |
26583 |
21522 |
1994 |
2811 |
335 |
| Byweight |
2.0 |
0.912 |
0.916 |
26794 |
21533 |
1983 |
2600 |
333 |
| Triweight |
2.1 |
0.916 |
0.916 |
26923 |
21542 |
1974 |
2471 |
336 |
| Triangular | 1.8 | 0.908 | 0.917 | 26680 | 21554 | 1962 | 2714 | 334 |