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Classification (31)
Regression (1)
Clustering (1)
Other (2)

Attribute Type

Categorical (7)
Numerical (16)
Mixed (8)

Data Type

Multivariate (30)
Univariate (0)
Sequential (1)
Time-Series (1)
Text (0)
Domain-Theory (1)
Other (0)

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Life Sciences (31)
Physical Sciences (8)
CS / Engineering (8)
Social Sciences (3)
Business (6)
Game (1)
Other (10)

# Attributes

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10 to 100 (18)
Greater than 100 (4)

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100 to 1000 (31)
Greater than 1000 (14)

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Matrix (31)
Non-Matrix (7)

31 Data Sets

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Name

Data Types

Default Task

Attribute Types

# Instances

# Attributes

Year

 

Arrhythmia

Multivariate 

Classification 

Categorical, Integer, Real 

452 

279 

1998 

 

Audiology (Standardized)

Multivariate 

Classification 

Categorical 

226 

69 

1992 

 

Breast Cancer

Multivariate 

Classification 

Categorical 

286 

1988 

 

Breast Cancer Wisconsin (Original)

Multivariate 

Classification 

Integer 

699 

10 

1992 

 

Breast Cancer Wisconsin (Diagnostic)

Multivariate 

Classification 

Real 

569 

32 

1995 

 

LSVT Voice Rehabilitation

Multivariate 

Classification 

Real 

126 

309 

2014 

 

Dermatology

Multivariate 

Classification 

Categorical, Integer 

366 

33 

1998 

 

Echocardiogram

Multivariate 

Classification 

Categorical, Integer, Real 

132 

12 

1989 

 

Ecoli

Multivariate 

Classification 

Real 

336 

1996 

 

Haberman's Survival

Multivariate 

Classification 

Integer 

306 

1999 

 

Hepatitis

Multivariate 

Classification 

Categorical, Integer, Real 

155 

19 

1988 

 

Horse Colic

Multivariate 

Classification 

Categorical, Integer, Real 

368 

27 

1989 

 

Iris

Multivariate 

Classification 

Real 

150 

1988 

 

Lymphography

Multivariate 

Classification 

Categorical 

148 

18 

1988 

 

Molecular Biology (Promoter Gene Sequences)

Sequential, Domain-Theory 

Classification 

Categorical 

106 

58 

1990 

 

Pima Indians Diabetes

Multivariate 

Classification 

Integer, Real 

768 

1990 

 

Primary Tumor

Multivariate 

Classification 

Categorical 

339 

17 

1988 

 

Soybean (Large)

Multivariate 

Classification 

Categorical 

307 

35 

1988 

 

SPECT Heart

Multivariate 

Classification 

Categorical 

267 

22 

2001 

 

SPECTF Heart

Multivariate 

Classification 

Integer 

267 

44 

2001 

 

Zoo

Multivariate 

Classification 

Categorical, Integer 

101 

17 

1990 

 

Statlog (Heart)

Multivariate 

Classification 

Categorical, Real 

270 

13 

 

 

Mammographic Mass

Multivariate 

Classification 

Integer 

961 

2007 

 

Arcene

Multivariate 

Classification 

Real 

900 

10000 

2008 

 

Parkinsons

Multivariate 

Classification 

Real 

197 

23 

2008 

 

Acute Inflammations

Multivariate 

Classification 

Categorical, Integer 

120 

2009 

 

Breast Tissue

Multivariate 

Classification 

Real 

106 

10 

2010 

 

Daphnet Freezing of Gait

Multivariate, Time-Series 

Classification 

Real 

237 

2013 

 

MicroMass

Multivariate 

Classification 

Real 

931 

1300 

2013 

 

seeds

Multivariate 

Classification, Clustering 

Real 

210 

2012 

 

Breast Cancer Wisconsin (Prognostic)

Multivariate 

Classification, Regression 

Real 

198 

34 

1995 

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