数据集

最优值

平均值

DE

GWO

PSO

WOA

IMFO

DE

GWO

PSO

WOA

IMFO

Australian

0.855

0.775

0.855

0.820

0.855

0.831

0.768

0.821

0.818

0.839

Breast cancer

0.971

0.964

0.964

0.970

0.978

0.857

0.953

0.950

0.920

0.934

BreatEW

0.991

1.000

0.991

0.991

1.000

0.984

0.981

0.981

0.981

0.989

HeartEW

0.926

0.870

0.907

0.870

0.944

0.881

0.861

0.852

0.851

0.878

IonosphereEW

0.986

0.957

0.986

0.967

0.986

0.975

0.957

0.969

0.967

0.981

Lymphography

0.897

0.862

0.897

0.872

0.897

0.852

0.845

0.859

0.853

0.862

Segmentation

0.833

0.667

0.810

0.767

0.833

0.717

0.583

0.693

0.689

0.738

SonarEW

0.951

0.927

0.951

0.942

0.951

0.929

0.915

0.929

0.923

0.941

Vehicle

0.716

0.254

0.728

0.373

0.734

0.533

0.254

0.521

0.314

0.579

Vote

0.989

1.000

1.000

1.000

1.000

0.986

0.994

0.990

0.979

0.989

Wine

1.000

1.000

1.000

1.000

1.000

0.977

1.000

0.960

1.000

1.000

Zoo

1.000

1.000

1.000

1.000

1.000

1.000

1.000

1.000

1.000

1.000