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Table 4 Performance comparison: ensemble classifiers vs. Sub-EnClassifiers

From: Prediction of protein-protein interaction sites using an ensemble method

Methods

AUC

Sensitivity

Specificity

Sub-EnClassifier1

0.65289

0.45974

0.73808

Sub-EnClassifier2

0.72944

0.62285

0.70575

Sub-EnClassifier3

0.70759

0.46654

0.81004

Sub-EnClassifier4

0.77802

0.69670

0.71086

Sub-EnClassifier5

0.70238

0.47541

0.79535

Sub-EnClassifier6

0.84647

0.76836

0.76798

Sub-EnClassifier7

0.64221

0.39094

0.76555

Sub-EnClassifier8

0.83079

0.73978

0.75002

Ensemble-1

0.86273

0.76334

0.78611

Ensemble-2

0.79189

0.74009

0.70019

Ensemble-3

0.83117

0.73637

0.75139