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 | 1155 | 1155 | 2 | Texture | 40 | 11 | 2750 | 2750 | 3 | Spambase | 57 | 2 | 2295 | 2294 | 4 | Banana | 2 | 2 | 2650 | 2650 | 5 | Ring | 20 | 2 | 3700 | 3700 |
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