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

Table 7

Multispectral data classification table.

Classifiers	Kappa statistics	TP rate	FP rate	ROC	MAE	RMSE	Time (sec)	OA
Multilayer perceptron	0.9743	0.964	0.009	0.997	0.0240	0.0904	0.45	97.60%
Random Forest	0.9340	0.950	0.014	0.992	0.0395	0.1332	0.13	94.70%
J48	0.9170	0.934	0.020	0.965	0.0296	0.1610	0.03	93.30%
Naïve Bayes	0.7710	0.818	0.045	0.962	0.0730	0.2550	0.02	81.75%