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Table 3 Link prediction performance of joint analysis.

From: Resolving the structure of interactomes with hierarchical agglomerative clustering

HAC-ML

Prediction of

Trained by

PPI

SGA

GEN

PPI

0.75±1.6

  

SGA

 

0.77±1.0

 

GEN

  

0.78±1.4

PPI+SGA

0.69±0.5

0.73±0.8

 

PPI+GEN

0.71±1.1

 

0.79±0.5

SGA+GEN

 

0.77±1.0

0.78±1.1

PPI+SGA+GEN

0.68±1.2

0.73±0.3

0.78±0.6

  1. Evaluation scheme was 85/15 cross-validation. First numbers indicate an average F1 score of multiple experiments and second numbers following ± sign are standard deviations of last-digit (multiplied by 100).