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1 | Features | accuracy | precision | red dim | verification error | |
---|---|---|---|---|---|---|
2 | 0 | PCA k=3 | 58.75 | 0.7657071181742234 | 120 | 41.25 |
3 | 1 | PCA k=5 | 61.25000000000001 | 0.7883190247252747 | 120 | 38.74999999999999 |
4 | 2 | PCA k=69 | 28.749999999999996 | 0.1793433179723502 | 120 | 71.25 |
5 | 3 | PCA k=99 | 27.500000000000004 | 0.3058752737421216 | 120 | 72.5 |
6 | 4 | KPCA k=3 | 63.74999999999999 | 0.7426456766917294 | 120 | 36.25000000000001 |
7 | 5 | KPCA k=5 | 57.49999999999999 | 0.6933549783549784 | 120 | 42.50000000000001 |
8 | 6 | KPCA k=69 | 33.75 | 0.6196052631578948 | 120 | 66.25 |
9 | 7 | KPCA k=99 | 32.5 | 0.29104395604395605 | 120 | 67.5 |
10 | 8 | LDA+PCA k=3 | 81.25 | 0.8453594842657342 | 7 | 18.75 |
11 | 9 | LDA+PCA k=5 | 81.25 | 0.8517988782051281 | 7 | 18.75 |
12 | 10 | LDA+PCA k=69 | 80.0 | 0.8426785714285714 | 7 | 20.0 |
13 | 11 | LDA+PCA k=99 | 78.75 | 0.8307051282051283 | 7 | 21.25 |
14 | 12 | KLDA k=3 | 72.5 | 0.7749025974025974 | 7 | 27.5 |
15 | 13 | KLDA k=5 | 81.25 | 0.8488461538461538 | 7 | 18.75 |
16 | 14 | KLDA k=69 | 78.75 | 0.8407051282051281 | 7 | 21.25 |
17 | 15 | KLDA k=99 | 68.75 | 0.8146787587412587 | 7 | 31.25 |
18 | 16 | RESNET k=3 | 97.5 | 0.9760416666666666 | 2048 | 2.5 |
19 | 17 | RESNET k=5 | 97.5 | 0.9771780303030303 | 2048 | 2.5 |
20 | 18 | RESNET k=69 | 97.5 | 0.9774305555555556 | 2048 | 2.5 |
21 | 19 | RESNET k=99 | 96.25 | 0.9685416666666666 | 2048 | 3.75 |
22 | 20 | VGG k=3 | 86.25 | 0.8699999999999999 | 4096 | 13.75 |
23 | 21 | VGG k=5 | 86.25 | 0.8624107142857141 | 4096 | 13.75 |
24 | 22 | VGG k=69 | 87.5 | 0.884672619047619 | 4096 | 12.5 |
25 | 23 | VGG k=99 | 87.5 | 0.884672619047619 | 4096 | 12.5 |