Dataset

Iter

BAPG_s- ${\mathcal{P}}_1$

BAPG_s- ${\mathcal{P}}_2$

APG_s- ${\mathcal{P}}_1$

APG_s- ${\mathcal{P}}_1$

APG

GIST

Magic

89.81

87.05

91.81

89.33

3000.00

325.57

Rice

78.95

78.81

80.10

80.24

171.43

1478.81

Hepatitis

226.90

217.14

235.24

224.38

2580.14

1197.33

Tic-Tac-Toe

150.76

151.71

158.33

159.14

161.62

177.19

Spect heart

94.10

90.71

96.38

92.81

886.76

723.76

Fourclass

44.81

42.86

46.05

43.48

3000.00

48.24

German

258.81

250.62

268.67

258.71

1873.33

1523.71

Ionosphere

219.95

216.52

228.00

223.19

660.90

1485.95

Jain

41.57

41.19

41.81

41.81

2028.10

2857.24

Haberman

394.43

363.43

404.29

3000.00

152.00

86.57

CPU

Magic

0.353

0.258

0.355

0.263

17.368

5.424

Rice

0.421

0.376

0.849

0.767

3.141

34.529

Tic-Tac-Toe

0.215

0.143

0.419

0.268

0.454

0.162

Spect heart

0.058

0.046

0.050

0.037

0.569

1.087

Fourclass

0.075

0.049

0.076

0.050

3.454

0.056

German

0.389

0.283

0.410

0.312

4.222

3.766

Ionosphere

0.156

0.104

0.150

0.107

0.402

1.059

Jain

0.037

0.035

0.039

0.036

1.549

3.213

Haberman

0.194

0.128

0.189

0.120

1.585

0.051

Fval

Magic

0.474381

0.473398

0.473398

0.516992

0.474964

0.473398

Rice

0.346266

0.346256

0.346256

0.346626

0.721512

0.346256

Tic-Tac-Toe

0.438651

0.368594

0.426611

0.368594

0.397603

18.161908

Spect heart

0.388207

0.388016

0.388016

0.388016

0.392196

0.388016

Fourclass

0.660204

0.657473

0.657473

0.657473

0.663052

0.657473

German

0.579826

0.579553

0.579553

0.579553

0.584878

7.715915

Ionosphere

0.506393

0.473385

0.502754

0.473385

0.506175

3.154305

Jain

0.436192

0.435656

0.435656

0.435656

0.464155

2.600706

Haberman

0.584050

0.583851

0.583851

0.583851

0.606839

0.583851