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Table 2 Performance comparison between the hybrid predictor and Boden' s predictor

From: A sequence-based hybrid predictor for identifying conformationally ambivalent regions in proteins

Predictor

TP

FP

TN

FN

accuracy

sensitivity

specificity

precision

F-score

MCC

The hybrid predictor (high-sensitivity mode)

4123

21492

33331

1684

0.618

0.710

0.608

0.161

0.262

0.189

The hybrid predictor (high-specificity mode)

2617

11682

43141

3190

0.755

0.451

0.787

0.183

0.260

0.165

Boden' s predictor (3-class mode)with entropy threshold = 0.4

4009

30101

24673

1794

0.473

0.691

0.450

0.118

0.201

0.084

Boden' s predictor (3-class mode)with entropy threshold = 0.65

1730

12617

42157

4073

0.724

0.298

0.770

0.121

0.172

0.047

Boden' s predictor (8-class mode)with entropy threshold = 0.52

2388

27895

26879

976

0.503

0.710

0.491

0.079

0.142

0.094

Boden' s predictor (8-class mode)with entropy threshold = 0.69

1198

11563

43211

2166

0.764

0.356

0.789

0.094

0.149

0.082