Algorithm

term-size

FP Rate

Precision

Recall

Accuracy

F-Measure

AUC

Naïve Bayes

1

0.028

0.885

0.588

58.814

0.689

0.898

2

0.03

0.904

0.694

69.434

0.773

0.933

3

0.025

0.905

0.704

70.408

0.78

0.929

5

0.034

0.91

0.73

72.963

0.798

0.911

SMO

1

0.845

0.819

0.877

87.683

0.825

0.524

2

0.508

0.892

0.912

91.245

0.893

0.718

3

0.376

0.897

0.912

91.245

0.902

0.789

5

0.454

0.879

0.904

90.371

0.887

0.746

LibSVM

1

0.85

0.796

0.876

87.565

0.82

0.513

2

0.85

0.796

0.876

87.565

0.82

0.513

3

0.85

0.796

0.876

87.565

0.82

0.513

5

0.848

0.794

0.876

87.565

0.82

0.514

IBk (k = 1)

1

0.13

0.924

0.922

92.186

0.923

0.94

2

0.144

0.918

0.914

91.363

0.915

0.928

3

0.14

0.896

0.842

84.171

0.867

0.892

5

0.107

0.902

0.762

76.155

0.819

0.859

IBk (k = 2)

1

0.192

0.919

0.924

92.405

0.919

0.955

2

0.233

0.908

0.918

91.833

0.91

0.942

3

0.384

0.869

0.884

88.405

0.872

0.897

5

0.56

0.844

0.877

87.716

0.852

0.852

IBk (k = 3)

1

0.195

0.916

0.921

92.119

0.918

0.958

2

0.249

0.9

0.911

91.111

0.904

0.948

3

0.413

0.862

0.881

88.136

0.869

0.907

5

0.595

0.838

0.875

87.498

0.848

0.875

kMeans (k = 2)

1

0.843

0.744

0.718

70.257

0.731

0.429

2

0.849

0.745

0.75

72.358

0.747

0.435

3

0.863

0.745

0.863

79.18

0.8

0.459

5

0.862

0.755

0.868

82.86

0.808

0.481

kMeans (k = 7)

1

0.278

0.777

0.392

35.288

0.507

0.537

2

0.789

0.693

0.69

53.453

0.69

0.363

3

0.813

0.691

0.784

58.948

0.735

0.375

5

0.833

0.744

0.839

65.653

0.767

0.399

ZeroR

1

0.875

0.765

0.875

87.464

0.816

0.497

2

0.875

0.765

0.875

87.464

0.816

0.497

3

0.875

0.765

0.875

87.464

0.816

0.497

5

0.875

0.765

0.875

87.464

0.816

0.497

OneR (B = 5)

1

0.795

0.818

0.878

87.8

0.831

0.541

2

0.789

0.799

0.877

87.666

0.829

0.544

3

0.821

0.8

0.882

88.221

0.832

0.531

5

0.828

0.799

0.881

88.12

0.83

0.527

OneR (B = 6)

1

0.796

0.817

0.878

87.784

0.83

0.541

2

0.789

0.799

0.877

87.666

0.829

0.544

3

0.821

0.8

0.882

88.221

0.832

0.531

5

0.828

0.799

0.881

88.12

0.83

0.527

OneR (B = 10)

1

0.797

0.811

0.877

87.716

0.83

0.54

2

0.799

0.799

0.877

87.666

0.829

0.539

3

0.821

0.8

0.882

88.221

0.832

0.531

5

0.828

0.799

0.881

88.12

0.83

0.527

JRip

1

0.404

0.893

0.913

91.262

0.899

0.776

2

0.385

0.894

0.912

91.161

0.9

0.768

3

0.368

0.896

0.912

91.178

0.902

0.789

5

0.44

0.892

0.912

91.195

0.897

0.75

J48

1

0.204

0.917

0.924

92.438

0.92

0.913

2

0.205

0.913

0.92

92.018

0.916

0.871

3

0.24

0.901

0.911

91.06

0.905

0.84

5

0.289

0.897

0.911

91.094

0.903

0.863