Remote Sensing–Based Urban Green Space Detection Using Marine Predators Algorithm Optimized Machine Learning Approach

Table 3

MPA-based optimization results.

Hyperparameters	MPA-SVM-13B	MPA-SVM-NDWI	MPA-SVM-NDVI	MPA-SVM-SAVI	MPA-SVM-MTCI
Penalty coefficient	79.782	3.938	89.886	9.605	32.495
RBFK	10.244	0.438	4.065	1.423	1.622