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Classification (80)
Regression (25)
Clustering (26)
Other (16)

Attribute Type

Categorical (4)
Numerical (80)
Mixed (8)

Data Type

Multivariate (87)
Univariate (6)
Sequential (19)
Time-Series (34)
Text (16)
Domain-Theory (9)
Other (3)

Area - Undo

Life Sciences (82)
Physical Sciences (43)
CS / Engineering (111)
Social Sciences (23)
Business (21)
Game (10)
Other (67)

# Attributes

Less than 10 (28)
10 to 100 (34)
Greater than 100 (32)

# Instances

Less than 100 (5)
100 to 1000 (30)
Greater than 1000 (67)

Format Type

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Non-Matrix (38)

111 Data Sets

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Name

Data Types

Default Task

Attribute Types

# Instances

# Attributes

Year

 

3D Road Network (North Jutland, Denmark)

Sequential, Text 

Regression, Clustering 

Real 

434874 

2013 

 

AAAI 2013 Accepted Papers

Multivariate 

Clustering 

 

150 

2014 

 

AAAI 2014 Accepted Papers

Multivariate 

Clustering 

 

399 

2014 

 

Activities of Daily Living (ADLs) Recognition Using Binary Sensors

Multivariate, Sequential, Time-Series 

Classification, Clustering 

 

2747 

 

2013 

 

Activity Recognition system based on Multisensor data fusion (AReM)

Multivariate, Sequential, Time-Series 

Classification 

Real 

42240 

2016 

 

Air Quality

Multivariate, Time-Series 

Regression 

Real 

9358 

15 

2016 

 

Amazon book reviews

Multivariate, Text 

Classification, Clustering 

Integer, Real 

213335 

2016 

 

Anonymous Microsoft Web Data

 

Recommender-Systems 

Categorical 

37711 

294 

1998 

 

Artificial Characters

Multivariate 

Classification 

Categorical, Integer, Real 

6000 

1992 

 

banknote authentication

Multivariate 

Classification 

Real 

1372 

2013 

 

BLOGGER

Multivariate 

Classification 

 

100 

2013 

 

Buzz in social media

Time-Series, Multivariate 

Regression, Classification 

Integer, Real 

140000 

77 

2013 

 

Character Trajectories

Time-Series 

Classification, Clustering 

Real 

2858 

2008 

 

Combined Cycle Power Plant

Multivariate 

Regression 

Real 

9568 

2014 

 

Computer Hardware

Multivariate 

Regression 

Integer 

209 

1987 

 

Concrete Slump Test

Multivariate 

Regression 

Real 

103 

10 

2009 

 

Condition Based Maintenance of Naval Propulsion Plants

Multivariate 

Regression 

Real 

11934 

16 

2014 

 

Daily and Sports Activities

Multivariate, Time-Series 

Classification, Clustering 

Real 

9120 

5625 

2013 

 

Dataset for ADL Recognition with Wrist-worn Accelerometer

Multivariate, Time-Series 

Classification, Clustering 

 

 

2014 

 

Dataset for Sensorless Drive Diagnosis

Multivariate 

Classification 

Real 

58509 

49 

2015 

 

DBWorld e-mails

Text 

Classification 

 

64 

4702 

2011 

 

Detect Malacious Executable(AntiVirus)

Multivariate 

Classification 

Real 

373 

513 

2016 

 

Dresses_Attribute_Sales

Text 

Classification, Clustering 

 

501 

13 

2014 

 

EBL Domain Theories

 

 

 

 

 

 

 

Educational Process Mining (EPM): A Learning Analytics Data Set

Multivariate, Sequential, Time-Series 

Classification, Regression, Clustering 

Integer 

230318 

13 

2015 

 

ElectricityLoadDiagrams20112014

Time-Series 

Regression, Clustering 

Real 

370 

140256 

2015 

 

EMG dataset in Lower Limb

Multivariate, Time-Series 

 

Real 

132 

2014 

 

Energy efficiency

Multivariate 

Classification, Regression 

Integer, Real 

768 

2012 

 

First-order theorem proving

Multivariate 

Classification 

Real 

6118 

51 

2013 

 

Gas Sensor Array Drift Dataset

Multivariate 

Classification 

Real 

13910 

128 

2012 

 

Gas Sensor Array Drift Dataset at Different Concentrations

Multivariate, Time-Series 

Classification, Regression, Clustering, Causa 

Real 

13910 

129 

2013 

 

Gas sensor array exposed to turbulent gas mixtures

Multivariate, Time-Series 

Classification, Regression 

Real 

180 

150000 

2014 

 

Gas sensor array under dynamic gas mixtures

Multivariate, Time-Series 

Classification, Regression 

Real 

4178504 

19 

2015 

 

Gas sensor array under flow modulation

Multivariate, Time-Series 

Classification, Regression 

Real 

58 

120432 

2014 

 

Gas sensor arrays in open sampling settings

Multivariate, Time-Series 

Classification 

Real 

18000 

1950000 

2013 

 

Gas sensors for home activity monitoring

Multivariate, Time-Series 

Classification 

Real 

919438 

11 

2016 

 

Gisette

Multivariate 

Classification 

Integer 

13500 

5000 

2008 

 

GPS Trajectories

Multivariate 

Classification, Regression 

Real 

163 

15 

2016 

 

Grammatical Facial Expressions

Multivariate, Sequential 

Classification, Clustering 

Real 

27965 

100 

2014 

 

Heterogeneity Activity Recognition

Multivariate, Time-Series 

Classification, Clustering 

Real 

43930257 

16 

2015 

 

Human Activity Recognition Using Smartphones

Multivariate, Time-Series 

Classification, Clustering 

 

10299 

561 

2012 

 

Improved Spiral Test Using Digitized Graphics Tablet for Monitoring Parkinson’s Disease

Multivariate 

Classification, Regression, Clustering 

Real 

40 

2016 

 

Indoor User Movement Prediction from RSS data

Multivariate, Sequential, Time-Series 

Classification 

Real 

13197 

2016 

 

Internet Advertisements

Multivariate 

Classification 

Categorical, Integer, Real 

3279 

1558 

1998 

 

Internet Usage Data

Multivariate 

 

Categorical, Integer 

10104 

72 

1999 

 

ISOLET

Multivariate 

Classification 

Real 

7797 

617 

1994 

 

KDD Cup 1999 Data

Multivariate 

Classification 

Categorical, Integer 

4000000 

42 

1999 

 

Leaf

Multivariate 

Classification 

Real 

340 

16 

2014 

 

LED Display Domain

Multivariate, Data-Generator 

Classification 

Categorical 

 

1988 

 

Letter Recognition

Multivariate 

Classification 

Integer 

20000 

16 

1991 

 

Logic Theorist

Domain-Theory 

 

 

 

 

 

 

Mechanical Analysis

Multivariate 

Classification 

Categorical, Integer, Real 

209 

1990 

 

Mesothelioma’s disease data set

Multivariate 

Classification 

Real 

324 

34 

2016 

 

MHEALTH Dataset

Multivariate, Time-Series 

Classification 

Real 

120 

23 

2014 

 

microblogPCU

Multivariate, Univariate, Sequential, Text 

Classification, Causal-Discovery 

Integer, Real 

221579 

20 

2015 

 

Mobile Robots

Domain-Theory 

 

Categorical, Integer, Real 

 

 

1995 

 

Moral Reasoner

Domain-Theory 

 

 

202 

 

1994 

 

MSNBC.com Anonymous Web Data

Sequential 

 

Categorical 

989818 

 

 

 

Multiple Features

Multivariate 

Classification 

Integer, Real 

2000 

649 

 

 

Newspaper and magazine images segmentation dataset

 

Classification 

 

101 

 

2014 

 

NIPS Conference Papers 1987-2015

Text 

Clustering 

Integer 

11463 

5812 

2016 

 

NoisyOffice

Multivariate 

Classification, Regression 

Real 

216 

216 

2015 

 

Nomao

Univariate 

Classification 

Real 

34465 

120 

2012 

 

Northix

Multivariate, Univariate, Text 

Classification 

Integer, Real 

115 

200 

2012 

 

Occupancy Detection

Multivariate, Time-Series 

Classification 

Real 

20560 

2016 

 

Online Handwritten Assamese Characters Dataset

Multivariate, Sequential 

Classification 

Integer 

8235 

 

2011 

 

Online Video Characteristics and Transcoding Time Dataset

Multivariate 

Regression 

Integer, Real 

168286 

11 

2015 

 

Open University Learning Analytics dataset

Multivariate, Sequential, Time-Series 

Classification, Regression, Clustering 

Integer 

 

 

2015 

 

Opinosis Opinion ⁄ Review

Text 

 

 

51 

 

2010 

 

OpinRank Review Dataset

Text 

 

 

 

 

2011 

 

OPPORTUNITY Activity Recognition

Multivariate, Time-Series 

Classification 

Real 

2551 

242 

2012 

 

Optical Recognition of Handwritten Digits

Multivariate 

Classification 

Integer 

5620 

64 

1998 

 

Page Blocks Classification

Multivariate 

Classification 

Integer, Real 

5473 

10 

1995 

 

PAMAP2 Physical Activity Monitoring

Multivariate, Time-Series 

Classification 

Real 

3850505 

52 

2012 

 

PEMS-SF

Multivariate, Time-Series 

Classification 

Real 

440 

138672 

2011 

 

Pen-Based Recognition of Handwritten Digits

Multivariate 

Classification 

Integer 

10992 

16 

1998 

 

Perfume Data

Univariate, Domain-Theory 

Classification, Clustering 

Integer 

560 

2014 

 

Pioneer-1 Mobile Robot Data

Multivariate, Time-Series 

 

Categorical, Real 

 

 

1999 

 

Planning Relax

Univariate 

Classification 

Real 

182 

13 

2012 

 

Predict keywords activities in a online social media

Multivariate, Sequential, Time-Series 

 

Integer, Real 

51 

35 

2013 

 

Qualitative_Bankruptcy

Multivariate 

Classification 

 

250 

2014 

 

REALDISP Activity Recognition Dataset

Multivariate, Time-Series 

Classification 

Real 

1419 

120 

2014 

 

Relative location of CT slices on axial axis

Domain-Theory 

Regression 

Real 

53500 

386 

2011 

 

Restaurant & consumer data

Multivariate 

 

 

138 

47 

2012 

 

Reuter_50_50

Multivariate, Text, Domain-Theory 

Classification, Clustering 

Real 

2500 

10000 

2011 

 

SECOM

Multivariate 

Classification, Causal-Discovery 

Real 

1567 

591 

2008 

 

Semeion Handwritten Digit

Multivariate 

Classification 

Integer 

1593 

256 

2008 

 

ser Knowledge Modeling Data (Students' Knowledge Levels on DC Electrical Machines)

Multivariate 

Classification 

Real 

403 

2013 

 

Servo

Multivariate 

Regression 

Categorical, Integer 

167 

1993 

 

SIFT10M

Multivariate 

Causal-Discovery 

Integer 

11164866 

128 

2016 

 

Skin Segmentation

Univariate 

Classification 

Real 

245057 

2012 

 

Smartphone Dataset for Human Activity Recognition (HAR) in Ambient Assisted Living (AAL)

Time-Series 

Classification 

Real 

5744 

561 

2016 

 

SML2010

Multivariate, Sequential, Time-Series, Text 

Regression 

Real 

4137 

24 

2014 

 

SMS Spam Collection

Multivariate, Text, Domain-Theory 

Classification, Clustering 

Real 

5574 

 

2012 

 

Spambase

Multivariate 

Classification 

Integer, Real 

4601 

57 

1999 

 

Syskill and Webert Web Page Ratings

Multivariate, Text 

Classification 

Categorical 

332 

1998 

 

Taxi Service Trajectory - Prediction Challenge, ECML PKDD 2015

Multivariate, Sequential, Time-Series, Domain-Theory 

Clustering, Causal-Discovery 

Real 

1710671 

2015 

 

TV News Channel Commercial Detection Dataset

Multivariate 

Classification, Clustering 

Real 

129685 

12 

2015 

 

Twin gas sensor arrays

Multivariate, Time-Series, Domain-Theory 

Classification, Regression 

Real 

640 

480000 

2016 

 

UbiqLog (smartphone lifelogging)

Multivariate 

Causal-Discovery 

 

9782222 

 

2016 

 

UJI Pen Characters

Multivariate, Sequential 

Classification 

Integer 

1364 

 

2007 

 

UJI Pen Characters (Version 2)

Multivariate, Sequential 

Classification 

Integer 

11640 

 

2009 

 

UJIIndoorLoc

Multivariate 

Classification, Regression 

Integer, Real 

21048 

529 

2014 

 

UJIIndoorLoc-Mag

Multivariate, Sequential, Time-Series 

Classification, Regression, Clustering 

Integer, Real 

40000 

13 

2015 

 

UNIX User Data

Text, Sequential 

 

 

 

 

 

 

URL Reputation

Multivariate, Time-Series 

Classification 

Integer, Real 

2396130 

3231961 

2009 

 

User Knowledge Modeling

Multivariate 

Classification, Clustering 

Integer 

403 

2013 

 

Wall-Following Robot Navigation Data

Multivariate, Sequential 

Classification 

Real 

5456 

24 

2010 

 

Wearable Computing: Classification of Body Postures and Movements (PUC-Rio)

Sequential 

Classification 

Integer, Real 

165632 

18 

2013 

 

YouTube Comedy Slam Preference Data

Text 

Classification 

 

1138562 

2012 

 

YouTube Multiview Video Games Dataset

Multivariate, Text 

Classification, Clustering 

Integer, Real 

120000 

1000000 

2013 

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