Table 5 The result of the measurement indicators.

From: Software defect prediction based on residual/shuffle network optimized by upgraded fish migration optimization algorithm

 

Camel 1.4

Jedit 4.0

Lucene 2.0

Poi 2.5

Synapse 1.1

Xalan 2.5

Xerces 1.2

Camel 1.6

Jedit 4.1

Lucene 2.2

Poi 3.0

Synapse 1.2

Xalan 2.6

Xerces 1.3

Precision

0.9

0.83

0.78

0.81

0.84

0.73

0.92

Recall

0.98

0.86

0.75

0.91

0.95

0.71

0.98

F-measure

0.96

0.84

0.78

0.88

0.89

0.72

0.94

AUC

0.98

0.89

0.82

0.97

0.96

0.78

0.99

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