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Table 2 The ratio-adjusted confusion matrix the leave-one-out cross-validation tests used to determine the prediction accuracy of MP-PIPE

From: Efficient prediction of human protein-protein interactions at a global scale

 

Known interacting pairs

Assumed non-interacting pairs

Total

Predicted to Interact

9,586 (TP)

2084 (FP)

11,670

Predicted not to Interact

32,092 (FN)

4,165,716 (TN)

4,197,808

Total

41,678

4,167,800

4,209,478