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. 2023 Jul 29;11(8):2144. doi: 10.3390/biomedicines11082144

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