Table A1.
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 |