Table 5.
Classification results for SVM for various wavelets
| | ||||||||
|---|---|---|---|---|---|---|---|---|
| Wavelet | C | Se. | Sp. | TP | TN | FP | FN | Detect |
| Haar |
291.3 |
0.924 |
0.907 |
26163 |
20547 |
2118 |
2161 |
345 |
| Daubechies4 |
242.9 |
0.937 |
0.923 |
27527 |
21519 |
1797 |
1847 |
349 |
| Daubechies8 |
245.5 |
0.941 |
0.923 |
27658 |
21712 |
1804 |
1736 |
355 |
| Daubechies10 |
174.3 |
0.943 |
0.927 |
27894 |
21838 |
1716 |
1678 |
349 |
| Coiflet6 |
288.2 |
0.933 |
0.918 |
28571 |
22284 |
1983 |
2042 |
348 |
| Coiflet12 |
52.8 |
0.929 |
0.918 |
27757 |
21858 |
1940 |
2134 |
348 |
| Coiflet18 | 23.4 | 0.936 | 0.927 | 27692 | 21805 | 1718 | 1888 | 352 |