Research Article
A Hybrid Method Based on Extreme Learning Machine and Self Organizing Map for Pattern Classification
Table 1
Characteristics of the nine datasets.
| | Datasets | Training data | Testing data | Attributes | Classes |
| | Ionosphere | 246 | 105 | 34 | 2 | | Iris | 105 | 45 | 4 | 3 | | Wine | 126 | 52 | 13 | 3 | | Balance | 499 | 126 | 4 | 3 | | Zoo | 70 | 31 | 16 | 7 | | Image segmentation | 1617 | 693 | 19 | 7 | | Ecoli | 235 | 101 | 7 | 8 | | Multiple features | 1400 | 600 | 649 | 10 | | Jaffe | 149 | 64 | 4096 | 7 |
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