Research Article
Prediction of Cancer Proteins by Integrating Protein Interaction, Domain Frequency, and Domain Interaction Data Using Machine Learning Algorithms
Table 6
Performance comparison by voting with the majority using the CLD feature sorted by
1.
| Classifiers | ACC | SPE | SEN | 1 | MCC | PPV | AUC |
| TOP: 3 | 0.652 | 0.653 | 0.652 | 0.652 | 0.304 | 0.650 | 0.653 | TOP: 27 | 0.648 | 0.646 | 0.650 | 0.648 | 0.296 | 0.643 | 0.648 | TOP: 17 | 0.646 | 0.653 | 0.639 | 0.647 | 0.291 | 0.671 | 0.647 | TOP: 25 | 0.646 | 0.647 | 0.648 | 0.647 | 0.296 | 0.643 | 0.648 | TOP: 5 | 0.646 | 0.651 | 0.639 | 0.646 | 0.293 | 0.666 | 0.646 | TOP: 15 | 0.645 | 0.654 | 0.638 | 0.646 | 0.291 | 0.674 | 0.646 | TOP: 19 | 0.643 | 0.651 | 0.640 | 0.646 | 0.289 | 0.663 | 0.645 | TOP: 23 | 0.644 | 0.648 | 0.645 | 0.646 | 0.294 | 0.648 | 0.647 | TOP: 29 | 0.646 | 0.645 | 0.648 | 0.646 | 0.292 | 0.641 | 0.647 | TOP: 13 | 0.644 | 0.653 | 0.639 | 0.645 | 0.291 | 0.669 | 0.646 | TOP: 31 | 0.644 | 0.642 | 0.648 | 0.645 | 0.292 | 0.634 | 0.644 | TOP: 7 | 0.643 | 0.650 | 0.639 | 0.644 | 0.288 | 0.663 | 0.644 | TOP: 9 | 0.643 | 0.650 | 0.639 | 0.644 | 0.290 | 0.662 | 0.644 | TOP: 11 | 0.644 | 0.651 | 0.639 | 0.644 | 0.290 | 0.665 | 0.644 | TOP: 21 | 0.642 | 0.649 | 0.642 | 0.644 | 0.289 | 0.659 | 0.645 | TOP: 39 | 0.644 | 0.638 | 0.648 | 0.644 | 0.288 | 0.627 | 0.644 | TOP: 37 | 0.642 | 0.635 | 0.649 | 0.643 | 0.285 | 0.620 | 0.644 | TOP: 35 | 0.641 | 0.635 | 0.648 | 0.642 | 0.286 | 0.619 | 0.642 | TOP: 33 | 0.641 | 0.635 | 0.648 | 0.641 | 0.285 | 0.620 | 0.642 |
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