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. 2019 Jan 24;19(3):479. doi: 10.3390/s19030479

Table A1.

Salinas image classification results.

Method RPCA2,1 RPCA PCA IFRF Origion RPCA2,1 RPCA PCA IFRF Origin
Classifier NN SVM
C1 1 0.9999 1 0.932 0.9726 1 1 1 1 0.9982
C2 0.9994 0.9929 0.9952 0.9651 0.9796 0.9926 0.9959 0.9969 0.9789 0.9913
C3 0.9969 0.997 0.9949 0.9501 0.8262 0.9990 0.9984 0.9986 0.9982 0.9652
C4 0.9633 0.916 0.9081 0.8496 0.9703 0.9745 0.9718 0.9715 0.9542 0.9685
C5 0.9903 0.966 0.983 0.9592 0.9581 0.9997 0.9991 0.9986 0.9990 0.9001
C6 1 1 1 0.9952 0.9958 0.9997 0.9997 0.9998 0.9916 0.9997
C7 0.9971 0.9881 0.9901 0.9692 0.9202 0.9991 0.9975 0.9986 0.9900 0.9989
C8 0.9882 0.9666 0.9714 0.8995 0.6584 0.9958 0.9925 0.9927 0.9881 0.7304
C9 0.9999 0.9947 0.9976 0.9932 0.9408 0.9998 0.9995 0.9995 0.9979 0.9592
C10 0.9969 0.9905 0.9946 0.9681 0.8393 0.9957 0.9888 0.9931 0.9886 0.9283
C11 0.9961 0.982 0.9926 0.9548 0.851 1 0.9994 0.9989 0.9866 0.951
C12 0.9563 0.9481 0.9631 0.9259 0.8886 0.9907 0.9786 0.9819 0.9903 0.8949
C13 0.9394 0.8897 0.9354 0.7101 0.763 0.9999 0.9982 0.993 0.9406 0.8367
C14 0.9865 0.9845 0.9725 0.9791 0.9145 0.9759 0.9835 0.9688 0.9837 0.864
C15 0.9195 0.8994 0.8874 0.7298 0.5459 0.9980 0.9966 0.9983 0.9771 0.6202
C16 1 0.9998 0.9994 0.9944 0.9398 0.9996 0.9993 0.9999 0.9911 0.9955
OA 0.9809 0.9668 0.9692 0.9653 0.8185 0.9964 0.9947 0.9951 0.9867 0.866
AA 0.9831 0.9697 0.9741 0.9705 0.8727 0.995 0.9937 0.9931 0.9847 0.9126
Kappa 0.9787 0.963 0.9657 0.9614 0.7976 0.996 0.9941 0.9945 0.9852 0.8506