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

Table 3

Fused dataset classification table.

Classifiers	Kappa statistics	TP rate	FP rate	ROC	MAE	RMSE	Time (sec)	OA
Multilayer perceptron	0.995	0.996	0.001	1	0.0048	0.0303	4.86	99.6%
Random Forest	0.994	0.995	0.002	1	0.0195	0.064	0.58	99.5%
J48	0.9675	0.974	0.007	0.986	0.0104	0.1011	0.24	97.4%
Naïve Bayes	0.8950	0.916	0.021	0.99	0.0351	0.1814	0.01	91.6%