Table 6.
Highest kappa (in %) achieved by concatenating the texture descriptor of each family with the clinical vector.
| Texture Descriptor | Kappa(%) | Configuration | Classifier | Language |
|---|---|---|---|---|
| Hfdm | 46.0 | d = 123, m = 4 | mlp | Python |
| LBBR | 42.0 | R = 3 | AdaBoost | Python |
| DWT | 34.7 | -- | gbm | Python |
| LBPs | 42.0 | s = 1 | neuralnet | R |
| 42.0 | s = 3 | AdaBoost | Python | |
| WCFdm | 45.7 | d = 3, m = 5 | mlp | Python |
| WDCFfm | 38.8 | f = LL, m = 4 | sgd | Python |