Table 4. Multi-class benchmark data sets used in generalization study.
# training data | # testing data | # class | # attributes | |
Iris | 150 | 3 | 4 | |
Wine | 178 | 3 | 13 | |
Glass | 214 | 6 | 13 | |
Vowel | 528 | 11 | 10 | |
Segment | 2310 | 7 | 19 | |
MNIST (0–4) | 2000 | 5 | 784 | |
Satimage | 4435 | 2000 | 6 | 36 |
Dna | 2000 | 1186 | 3 | 180 |
USPS | 7291 | 2007 | 10 | 256 |