Table 3 Error rate (%) given by linear SVM on CIFAR data
From: SDRNF: generating scalable and discriminative random nonlinear features from data
Methods | 100 | 200 | 300 | 400 | 500 | 1000 | 1500 | 2000 | 2500 | 3000 |
|---|---|---|---|---|---|---|---|---|---|---|
RKS | 64.15 | 60.45 | 58.15 | 57.31 | 56.31 | 53.79 | 52.27 | 52.21 | 52.61 | 51.75 |
SDRNF | 58.94 | 52.44 | 51.15 | 49.29 | 49.11 | 45.94 | 44.02 | 45.28 | 45.53 | 47.19 |