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Table 4 Accuracy of prediction performance using 2Hop characteristics alone

From: Mining protein networks for synthetic genetic interactions

2Hop Characteristic

Threshold Level (T)

Sensitivity

Specificity

2HopSS

0.000000 ≤ T ≤ 0.235290

1.000

0.000

 

0.235290 < T ≤ 0.860423

0.723

0.886

 

0.860423 < T ≤ 1.000000

0.000

1.000

2HopSP

0.000000 ≤ T ≤ 0.217713

1.000

0.000

 

0.217713 < T ≤ 0.905607

0.755

0.922

 

0.905607 < T ≤ 1.000000

0.000

1.000

2HopSS and 2HopSP

0.000000 ≤ T ≤ 0.138735

1.000

0.000

 

0.138735 < T ≤ 0.840256

0.868

0.835

 

0.840256 < T ≤ 0.840260

0.723

0.886

 

0.840260 < T ≤ 0.840392

0.610

0.973

 

0.860423 < T ≤ 1.000000

0.000

1.000

  1. The table lists sensitivity and specificity values at different threshold levels in case of classifiers trained using 2Hop characteristics alone.