Multisource Data Fusion Framework for Land Use/Land Cover Classification Using Machine Vision

Table 5

Texture data classification table.

Classifiers	Kappa statistics	TP rate	FP rate	ROC	MAE	RMSE	Time (sec)	OA
Multilayer perceptron	0.9702	0.976	0.059	0.989	0.0189	0.0969	2.26	96.67%
Random Forest	0.8782	0.902	0.025	0.987	0.0835	0.1756	0.40	90.35
J48	0.7536	0.810	0.050	0.890	0.0850	0.2760	0.20	80.34%
Naïve Bayes	0.6960	0.757	0.060	0.941	0.0988	0.3062	0.03	75.70%