Research Article

SGB-ELM: An Advanced Stochastic Gradient Boosting-Based Ensemble Scheme for Extreme Learning Machine

Table 3

Details of 5 UCI classification datasets.

No. Datasets Condition attributes Decision attributes Training samples Testing samples

1 Image segmentation 19 7 11551155
2 Texture 40 11 27502750
3 Spambase 57 2 22952294
4 Banana 2 2 26502650
5 Ring 20 2 37003700