Research Article
Prediction of “Aggregation-Prone” Peptides with Hybrid Classification Approach
Table 3
The performance for EasyEnsemble learning algorithm in testing dataset.
| Window size | The value of the | | MCC | TP | FN | TN | FP |
| 5 | 3 | 0.5318 | 0.0514 | 136 | 199 | 986 | 513 | 7 | 3 | 0.5438 | 0.0725 | 131 | 204 | 1044 | 455 | 9 | 3 | 0.5426 | 0.0706 | 130 | 205 | 1045 | 454 | 11 | 3 | 0.5457 | 0.0779 | 122 | 213 | 1092 | 407 | 5 | 4 | 0.5443 | 0.0720 | 140 | 195 | 1006 | 493 | 7 | 4 | 0.5497 | 0.0827 | 133 | 202 | 1052 | 447 | 9 | 4 | 0.5347 | 0.0595 | 115 | 220 | 1090 | 409 | 11 | 4 | 0.5347 | 0.0598 | 112 | 223 | 1101 | 398 | 5 | 5 | 0.5417 | 0.0677 | 139 | 196 | 1002 | 497 | 7 | 5 | 0.5188 | 0.0313 | 117 | 218 | 1034 | 465 | 9 | 5 | 0.5303 | 0.0512 | 116 | 219 | 1069 | 430 | 11 | 5 | 0.5308 | 0.0542 | 104 | 231 | 1128 | 371 |
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