From: A domain-based approach to predict protein-protein interactions

No of Parameters | Training set | PPI |
Explanation Ratio (%)^{a}
| Accuracy | Precision |
---|---|---|---|---|---|

867 | Inclusive | Positive | 95.6 | 96.4 | 38.9 |

Negative | 96.1 | ||||

344 | Closed | Positive | 99.3 | 98.7 | 90.6 |

Negative | 98.7 | ||||

2466 | Inclusive | Positive | 96.2 | 95.7 | 24.3 |

Negative | 95.7 | ||||

1216 | Closed | Positive | 99.0 | 96.6 | 60.8 |

Negative | 96.4 | ||||

5095 | Inclusive | Positive | 97.3 | 95.6 | 19.3 |

Negative | 95.6 | ||||

3060 | Closed | Positive | 99.3 | 95.9 | 56.5 |

Negative | 95.6 | ||||

Deng et al. with | Inclusive | Positive | 95–98 | 93–95 | 24–30 |

867 pmts ^{b}
| Negative | 93–95 | |||

Closed | Positive | 91–93 | 89–90 | 54–55 | |

Negative | 89–90 | ||||

Random with | Inclusive | Positive | 61.0 | 36.0 | 2.2 |

867 pmts | Negative | 35.4 |