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

90.05

87.19

92.05

89.48

3000.00

326.38

Rice

78.95

78.76

80.10

80.19

171.62

699.48

Hepatitis

223.48

214.14

231.57

221.19

2580.05

1028.95

Tic-Tac-Toe

150.71

151.76

158.24

159.14

159.62

168.43

Spect heart

94.10

90.71

96.38

92.81

745.90

688.52

Fourclass

44.81

42.90

46.05

43.52

3000.00

48.67

German

255.48

246.57

265.19

254.52

1873.24

3000.00

Ionosphere

219.81

217.00

228.00

223.76

659.33

740.19

Jain

41.52

41.19

41.76

41.81

2167.62

2848.19

Haberman

456.10

421.81

477.29

431.00

3000.00

95.24

CPU

Magic

0.347

0.251

0.354

0.261

16.689

5.462

Pima

0.308

0.216

0.550

0.372

0.144

0.795

Rice

0.420

0.369

0.800

0.726

1.643

15.001

Tic-Tac-Toe

0.215

0.145

0.318

0.199

0.240

0.171

Spect heart

0.058

0.047

0.049

0.037

0.463

1.039

Fourclass

0.076

0.050

0.071

0.046

3.489

0.058

German

0.376

0.284

0.383

0.279

4.208

7.883

Ionosphere

0.152

0.105

0.152

0.108

0.408

0.617

Jain

0.038

0.043

0.027

0.025

1.662

3.356

Haberman

0.220

0.136

0.210

0.131

1.592

0.055

Fval

Magic

0.474348

0.473364

0.473364

0.473364

0.518649

0.473364

Rice

0.345804

0.345794

0.345794

0.345794

0.346151

0.345794

Tic-Tac-Toe

0.438395

0.368334

0.426351

0.368334

0.397342

18.144564

Spect heart

0.387614

0.387422

0.387422

0.387422

0.390809

0.387422

Fourclass

0.660128

0.657403

0.657403

0.657403

0.663006

0.657403

German

0.579145

0.578871

0.578871

0.578871

0.584183

7.718112

Ionosphere

0.505612

0.472627

0.501982

0.472627

0.505449

3.153792

Jain

0.436192

0.435316

0.435854

0.435316

0.435316

2.600706

Haberman

0.583966

0.583769

0.583769

0.583769

0.606836

0.583769