Table 1.
Dataset | Classes | Samples | Features | Model | Replicates | Folds | Train | Test |
---|---|---|---|---|---|---|---|---|
synthetic | 2 | 1000 | 500 | Linear | 10 | 5 | 800 | 200 |
synthetic-hard | 2 | 1000 | 500 | 10 | 5 | 800 | 200 | |
iris | 3 | 150 | 4 | 10 | 3 | 120 | 30 | |
bcw | 2 | 683 | 9 | 10 | 3 | 546 | 137 | |
splice | 3 | 3176 | 180 | 10 | 5 | 2541 | 635 | |
optdigits | 10 | 5620 | 64 | 10 | 5 | 4496 | 1124 | |
letters | 26 | 20000 | 16 | 1 | 5 | 16000 | 4000 | |
TCGA-HiSeq | 5 | 801 | 20531 | 1 | 3 | 641 | 160 | |
spiral | 3 | 1000 | 2 | Nonlinear | 10 | 5 | 800 | 200 |
spiral-hard | 3 | 1000 | 2 | 10 | 5 | 800 | 200 |