Table 9.
Classification results for KDE versus varying intensity of noise
| | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| a | b=2 | b=4 | b=6 | ||||||
| 0.1 |
0.937 |
0.903 |
346 |
0.934 |
0.902 |
346 |
0.933 |
0.904 |
346 |
| 0.2 |
0.933 |
0.893 |
346 |
0.927 |
0.892 |
341 |
0.916 |
0.879 |
337 |
| 0.3 |
0.929 |
0.884 |
342 |
0.915 |
0.873 |
340 |
0.908 |
0.856 |
338 |
| 0.4 |
0.925 |
0.864 |
346 |
0.903 |
0.852 |
344 |
0.885 |
0.834 |
327 |
| 0.5 |
0.916 |
0.858 |
346 |
0.882 |
0.848 |
333 |
0.871 |
0.817 |
333 |
| 0.6 |
0.906 |
0.866 |
343 |
0.872 |
0.832 |
329 |
0.858 |
0.803 |
321 |
| 0.7 |
0.891 |
0.856 |
340 |
0.859 |
0.815 |
325 |
0.848 |
0.794 |
322 |
| 0.8 |
0.887 |
0.850 |
339 |
0.852 |
0.799 |
325 |
0.838 |
0.793 |
317 |
| 0.9 |
0.881 |
0.849 |
341 |
0.837 |
0.798 |
312 |
0.837 |
0.778 |
301 |
| 1.0 | 0.870 | 0.844 | 335 | 0.832 | 0.787 | 317 | 0.824 | 0.779 | 319 |