Deep Learning for Hyperspectral Data Classification through Exponential Momentum Deep Convolution Neural Networks

Table 6

Accuracy comparison of different classifier.

Datasets	Measurements	SAE-LR		RBP-SVM		EFM-CNN-SVM		PCA-RBP-SVM
		Spatial	Joint	Spatial	Joint	Spatial	Joint	Spatial	Joint
Pavia	Overall accuracy	0.9514	0.9852	0.9455	0.9845	0.9625	0.9869	0.9448	0.9791
	average accuracy	0.9401	0.9732	0.9370	0.9711	0.9522	0.9790	0.9281	0.9689
	Kappa coefficient	0.9358	0.9850	0.9289	0.9794	0.9431	0.9859	0.9246	0.9758
Indian	Overall accuracy	0.9589	0.9735	0.9564	0.9722	0.9653	0.9876	0.9514	0.9701
	average accuracy	0.9475	0.9669	0.9412	0.9615	0.9517	0.9795	0.9375	0.9599
	Kappa coefficient	0.9594	0.9750	0.9539	0.9439	0.9605	0.9862	0.9547	0.9418