From: Multilayer graph spectral analysis for hyperspectral images
Data | TS/C | NPE | LPNPE | LDA | LFDA | SPCA | MSPCA | MLG-SRC | MLG-MRC |
---|---|---|---|---|---|---|---|---|---|
IndianP | 5 | 0.5368 | 0.6725 | 0.5995 | 0.5962 | 0.7734 | 0.7868 | 0.7432 | 0.7936 |
10 | 0.7049 | 0.7645 | 0.6930 | 0.6491 | 0.8576 | 0.8712 | 0.8604 | 0.8773 | |
20 | 0.7987 | 0.8351 | 0.7656 | 0.7401 | 0.9390 | 0.9569 | 0.9226 | 0.9545 | |
PaviaU | 5 | 0.6835 | 0.7612 | 0.7243 | 0.7467 | 0.7439 | 0.7849 | 0.7561 | 0.8236 |
10 | 0.8063 | 0.8255 | 0.8124 | 0.7895 | 0.8342 | 0.9167 | 0.8398 | 0.8896 | |
20 | 0.8569 | 0.8856 | 0.8500 | 0.8698 | 0.8938 | 0.9537 | 0.8697 | 0.9432 | |
Salinas | 5 | 0.8486 | 0.9209 | 0.8903 | 0.8883 | 0.9442 | 0.9500 | 0.9499 | 0.9588 |
10 | 0.8899 | 0.9452 | 0.9146 | 0.8277 | 0.9678 | 0.9815 | 0.9614 | 0.9863 | |
20 | 0.9069 | 0.9589 | 0.9372 | 0.9356 | 0.9837 | 0.9904 | 0.9840 | 0.9915 |