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| # | Dataset | MLP architecture (input-hidden-output) | Selected attributes for greedy population initialization |
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| 1 | Parkinson | 22-111-1 | Average vocal fundamental frequency, minimum vocal fundamental frequency, maximum vocal fundamental frequency |
| 2 | ILPD | 5-26-1 | SGPT alanine aminotransferase, SGOT aspartate aminotransferase, direct bilirubin |
| 3 | Diabetes | 8-17-1 | Blood pressure, insulin, BMI |
| 4 | Vertebral Column | 6-31-1 | Lumbar lordosis angle, sacral slope, pelvic radius |
| 5 | Spambase | 57-115-1 | Length of the longest uninterrupted sequence of capital letters, average length of uninterrupted sequences of capital letters, total number of capital letters in the e-mail  |
| 6 | QSAR Biodegradation | 41-83-1 | SpMax_L: leading eigenvalue from Laplace matrix, J_Dz(e): Balaban-like index from Barysz matrix weighted by Sanderson electronegativity |
| 7 | Blood Transfusion | 4-9-1 | R (recency - months since last donation), F (frequency - total number of donation), M (monetary - total blood donated in c.c.) |
| 8 | HTRU2 | 8-17-1 | Mean of the DM-SNR curve, standard deviation of the DM-SNR curve, excess kurtosis of the DM-SNR curve, skewness of the DM-SNR curve |
| 9 | Drug Consumption: Amyl Nitrite | 12-25-1 | Nscore, Escore, Oscore, Ascore, Cscore |
| 10 | Drug Consumption: Ketamine | 12-25-1 | Nscore, Escore, Oscore, Ascore, Cscore |
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