Research Article
Training Feedforward Neural Networks Using Symbiotic Organisms Search Algorithm
Table 1
Description of datasets.
| Dataset | Attribute | Class | Training sample | Testing sample | Input | Hidden | Output |
| Blood | 4 | 2 | 493 | 255 | 4 | 9 | 2 | Balance Scale | 4 | 3 | 412 | 213 | 4 | 9 | 3 | Haberman’s Survival | 3 | 2 | 202 | 104 | 3 | 7 | 2 | Liver Disorders | 6 | 2 | 227 | 118 | 6 | 13 | 2 | Seeds | 7 | 3 | 139 | 71 | 7 | 15 | 3 | Wine | 13 | 3 | 117 | 61 | 13 | 27 | 3 | Iris | 4 | 3 | 99 | 51 | 4 | 9 | 3 | Statlog (Heart) | 13 | 2 | 178 | 92 | 13 | 27 | 2 |
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