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Table 3 Mean value and standard deviation of NGC - MBHS

From: A hybrid particle swarm optimization and harmony search algorithm approach for multi-objective test case selection

 

NGC

1

10

15

20

30

Flex

HV

0.833

0.832

0.833

0.832

0.833

  

(0.003)

(0.003)

(0.003)

(0.002)

(0.002)

 

GD

0.001

0.001

0.001

0.001

0.001

  

(4.2E-4)

(4.5E-4)

(4.4E-4)

(2.7E-4)

(5.2E-4)

 

IGD

0.001

0.001

0.001

0.001

0.001

  

(2.2E-4)

(1.7E-4)

(2.2E-4)

(1.4E-4)

(2.1E-4)

 

C

0.995

0.984

0.998

0.998

0.997

  

(0.018)

(0.027)

(0.006)

(0.007)

(0.011)

Grep

HV

0.770

0.770

0.772

0.771

0.773

  

(0.003)

(0.003)

(0.004)

(0.004)

(0.004)

 

GD

0.001

0.001

0.001

0.001

0.001

  

(3.6E-4)

(4.4E-4)

(4.5E-4)

(4.7E-4)

(3.3E-4)

 

IGD

0.001

0.001

0.001

0.001

0.001

  

(2.3E-4)

(2.7E-4)

(2.1E-4)

(2.7E-4)

(2.7E-4)

 

C

0.992

0.995

0.996

0.996

0.995

  

(0.015)

(0.013)

(0.013)

(0.009)

(0.010)

Gzip

HV

0.941

0.943

0.941

0.942

0.941

  

(0.003)

(0.003)

(0.002)

(0.003)

(0.003)

 

GD

0.003

0.003

0.003

0.003

0.003

  

(9.0E-4)

(0.001)

(0.001)

(0.001)

(0.001)

 

IGD

0.002

0.002

0.002

0.002

0.002

  

(2.9E-4)

(3.4E-4)

(3.5E-4)

(4.2E-4)

(3.4E-4)

 

C

1.0

0.996

0.994

0.990

0.994

  

(0.0)

(0.012)

(0.017)

(0.027)

(0.021)

Sed

HV

0.837

0.835

0.836

0.837

0.836

  

(0.004)

(0.003)

(0.004)

(0.005)

(0.004)

 

GD

0.002

0.002

0.002

0.002

0.002

  

(6.0E-4)

(8.5E-4)

(6.5E-4)

(9.3E-4)

(8.0E-4)

 

IGD

0.009

0.009

0.007

0.009

0.008

  

(0.003)

(0.003)

(0.004)

(0.003)

(0.004)

 

C

0.998

0.996

0.992

0.990

0.994

  

(0.007)

(0.012)

(0.021)

(0.048)

(0.016)

Space

HV

0.948

0.946

0.947

0.947

0.946

  

(0.002)

(0.002)

(0.003)

(0.003)

(0.002)

 

GD

0.001

0.001

0.002

0.001

0.001

  

(2.0E-4)

(1.8E-4)

(2.2E-4)

(1.9E-4)

(1.3E-4)

 

IGD

0.002

0.002

0.002

0.001

0.001

  

(7.4E-4)

(7.6E-4)

(9.1E-4)

(7.9E-4)

(8.2E-4)

 

C

0.994

0.993

0.992

0.994

0.997

  

(0.013)

(0.016)

(0.019)

(0.007)

(0.007)

IS

HV

0.714

0.715

0.715

0.714

0.715

  

(0.001)

(0.001)

(0.001)

(0.001)

(0.001)

 

GD

2.2E-4

2.1E-4

2.2E-4

2.2E-4

2.2E-4

  

(2.4E-5)

(1.4E-5)

(1.5E-5)

(1.1E-5)

(1.3E-5)

 

IGD

4.1E-4

4.0E-4

3.8E-4

4.0E-4

3.8E-4

  

(1.4E-4)

(1.2E-4)

(1.0E-4)

(1.3E-4)

(1.4E-4)

 

C

0.733

0.760

0.749

0.764

0.774

  

(0.041)

(0.028)

(0.034)

(0.034)

(0.038)

RS

HV

0.912

0.912

0.912

0.912

0.912

  

(5.1E-4)

(2.5E-4)

(1.9E-4)

(2.3E-4)

(1.9E-4)

 

GD

2.0E-4

1.8E-4

2.0E-4

2.0E-4

2.1E-4

  

(5.0E-5)

(4.5E-5)

(9.2E-5)

(4.8E-5)

(4.2E-5)

 

IGD

1.9E-4

1.9E-4

1.9E-4

2.0E-4

2.0E-4

  

(3.9E-5)

(3.8E-5)

(2.3E-5)

(2.8E-5)

(3.6E-5)

 

C

0.493

0.515

0.488

0.486

0.503

  

(0.079)

(0.073)

(0.067)

(0.076)

(0.070)