Table 3.

Pavia University scene classification results.

Method	RPCA2,1	RPCA	PCA	IFRF	Origion	RPCA2,1	RPCA	PCA	IFRF	Origin
Classifier	NN					SVM
C1	0.9581	0.9630	0.9632	0.9581	0.8969	0.9771	0.9745	0.9698	0.9657	0.8119
C2	0.9925	0.9942	0.9935	0.9944	0.8491	0.9957	0.996	0.9956	0.9951	0.8676
C3	0.9465	0.9420	0.9212	0.9543	0.6836	0.9758	0.9678	0.9715	0.9578	0.6425
C4	0.9923	0.9841	0.9865	0.9880	0.9360	0.9918	0.9889	0.9938	0.9895	0.8802
C5	0.9993	0.9989	0.9957	0.9985	0.9929	0.917	0.9377	0.9433	0.9355	0.9972
C6	0.9966	0.9953	0.9921	0.9981	0.7228	0.9965	0.9963	0.9953	0.9977	0.7286
C7	0.9177	0.9090	0.8921	0.8822	0.7385	0.9751	0.9689	0.9642	0.963	0.6193
C8	0.9169	0.9082	0.9182	0.9135	0.7990	0.9656	0.9589	0.9575	0.9574	0.7057
C9	0.9353	0.9302	0.9369	0.9509	1	0.964	0.9577	0.9546	0.9575	0.9996
OA	0.9751	0.9744	0.9734	0.9748	0.8425	0.9849	0.9839	0.9832	0.9815	0.8238
AA	0.9617	0.9583	0.9555	0.9598	0.8465	0.9732	0.9719	0.9717	0.9688	0.8058
Kappa	0.9670	0.9660	0.9647	0.9666	0.7869	0.98	0.9787	0.9777	0.9754	0.7628