Research Article
GGA-MLP: A Greedy Genetic Algorithm to Optimize Weights and Biases in Multilayer Perceptron
Table 1
Binary classification dataset.
| # | Dataset | # features | # instances | # training instances | # testing instances |
| 1 | Parkinson | 22 | 195 | 158 | 37 | 2 | ILPD | 5 | 583 | 467 | 116 | 3 | Diabetes | 8 | 768 | 615 | 153 | 4 | Vertebral Column | 6 | 310 | 248 | 62 | 5 | Spambase | 57 | 4601 | 3681 | 920 | 6 | QSAR Biodegradation | 41 | 1055 | 844 | 211 | 7 | Blood Transfusion | 4 | 748 | 598 | 150 | 8 | HTRU2 | 8 | 17898 | 14318 | 3580 | 9 | Drug Consumption: Amyl Nitrite | 12 | 1885 | 1508 | 377 | 10 | Drug Consumption: Ketamine | 12 | 1885 | 1508 | 377 |
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