Datasets

AWODCPE

CPT

Catboost

Quatile

Target

Ordinal

adult

10.978

3.5989

5.2116

2.0965

3.6111

4.5885

automobile

0.8736

0.3795

0.3417

0.3421

0.3477

0.3461

autos

1.3798

0.4071

0.3644

0.3698

0.3708

0.3641

car

3.0485

2.0577

0.8963

0.0772

1.2467

1.8829

census

231.48

18.202

20.083

17.860

11.682

10.938

colic

0.7452

0.2475

0.3864

0.3262

0.4279

0.5496

credit-a

0.8782

0.3069

0.5276

0.4421

0.3652

0.5132

heart-statlog

0.3254

0.3142

0.2035

0.2204

0.2164

0.2144

hepatitis

0.2083

0.3009

0.2264

0.1831

0.2396

0.3002

hypothyroid

32.703

2.6624

1.1992

1.9817

4.4219

3.7632

kr-vs-kp

3.2243

1.4947

1.6723

1.7346

1.7036

1.5515

labor

0.2748

0.2225

0.2713

0.2489

0.2812

0.2493

nursery

23.716

12.947

10.445

2.1918

15.463

3.7767

primary-tumor

3.8233

1.3706

0.3341

0.3722

0.1895

0.7441

sick

3.7469

0.2184

1.6378

1.4081

1.8878

2.3352

splice

29.048

1.9616

0.9277

1.0736

1.1389

3.0414

vowel

3.0248

1.5958

1.3601

1.3582

1.3637

1.4001

zoo

0.3169

0.3067

0.2995

0.3093

0.3162

0.3752

average

19.434

2.6997

2.5771

1.8109

2.5152

2.0519

# of best

0

5

5

5

1

2

AR

5.67

3.33

2.61

2.28

3.56

3.56