Table 1.
Classification success for reference methods (LBP, INT and LBPINT) and proposed method (KDE)
Method | Classification Success | ||||||
---|---|---|---|---|---|---|---|
NT | PS | PL | CL1 | CL2 | CL3 | mean(std) | |
LBP | 0.474 | 0.557 | 0.115 | 0.157 | 0.411 | 0.107 | 0.303 (±0.2004) |
LBPINT | 0.882 | 0.821 | 0.750 | 0.401 | 0.589 | 0.455 | 0.650 (±0.1984) |
INT | 0.880 | 0.874 | 0.790 | 0.350 | 0.557 | 0.472 | 0.654 (±0.2248) |
KDE | 0.904 | 0.854 | 0.770 | 0.373 | 0.634 | 0.449 | 0.664 (±0.2175) |