Home
About
Contact
|
Welcome to WUST ICxS Contextual Data Repository
Supported by:
Wroclaw University of Science and Technology
At this page we collect data sets related to the analysis of intelligent and contextual systems. The presented data are created at ICxS lab, donated or based on the sets collected within the UCI ML Repository. Currently two types of data sets are presented: context-free data and reference test data sets after context injection.
The latter include data sets with one explicit or hidden context attribute of low entopy.
8 Context-Free Data Sets:
Name
Family
Data Types
Default Task
Attribute Types
# of Instances
# of Attributes
Year
AND-CF ,
XOR-CF
Context Free
Multivariate
Context Injection
Categorical
8
2
2015
BreastCancerWisconsin-CF
Context Free
Multivariate
Context Injection
Integer
1398
10
2016
CRX-CF
Context Free
Multivariate
Context Injection
Categorical, Real
1380
15
2016
HeartDisease-CF
Context Free
Multivariate
Context Injection
Categorical, Integer, Real
606
19
2016
Iris-CF
Context Free
Multivariate
Context Injection
Real
900
4
2016
Sonar-CF
Context Free
Multivariate
Context Injection
Real
416
60
2016
Votes-CF
Context Free
Multivariate
Context Injection
Categorical
870
16
2016
32 Context Data Sets:
Name
Family
Data Types
Default Task
Attribute Types
Context Attribute Types
# of Instances
# of All Attributes
# of Context Attributes
Year
AND-DCxC ,
XOR-DCxC
Direct Context
Multivariate
Classification
Categorical
Categorical
8
3
1
2015
AND-DCxR ,
XOR-DCxR
Direct Context
Multivariate
Classification
Categorical
Real
8
3
1
2015
AND-ICxC ,
XOR-ICxC
Indirect Context
Multivariate
Classification
Categorical
Categorical
8
3
1
2015
AND-ICxR ,
XOR-ICxR
Indirect Context
Multivariate
Classification
Categorical, Real
Real
8
3
1
2015
AND-HCxC ,
XOR-HCxC
Hidden Context
Multivariate
Classification
Categorical
Categorical
8
2
1
2015
AND-HCxR ,
XOR-HCxR
Hidden Context
Multivariate
Classification
Real
Real
8
2
1
2015
BreastCancerWisconsin-ICxC
Indirect Context
Multivariate
Classification
Integer
Categorical
1398
11
1
2016
BreastCancerWisconsin-ICxR
Indirect Context
Multivariate
Classification
Integer, Real
Real
1398
11
1
2016
BreastCancerWisconsin-HCxR
Indirect Context
Multivariate
Classification
Real
Real
1398
10
1
2016
CRX-ICxC
Indirect Context
Multivariate
Classification
Categorical, Real
Categorical
1380
16
1
2016
CRX-ICxR
Indirect Context
Multivariate
Classification
Categorical, Real
Real
1380
16
1
2016
CRX-HCxC
Indirect Context
Multivariate
Classification
Categorical, Real
Categorical
1380
16
1
2016
CRX-HCxR
Indirect Context
Multivariate
Classification
Categorical, Real
Real
1380
16
1
2016
HeartDisease-ICxC
Indirect Context
Multivariate
Classification
Categorical, Integer, Real
Categorical
606
20
1
2016
HeartDisease-ICxR
Indirect Context
Multivariate
Classification
Categorical, Integer, Real
Real
606
20
1
2016
HeartDisease-HCxC
Hidden Context
Multivariate
Classification
Categorical, Integer, Real
Categorical
606
19
1
2016
HeartDisease-HCxR
Hidden Context
Multivariate
Classification
Categorical, Integer, Real
Real
606
19
1
2016
Iris-ICxC
Indirect Context
Multivariate
Classification
Real, Categorical
Categorical
900
5
1
2016
Iris-ICxR
Indirect Context
Multivariate
Classification
Real
Real
900
5
1
2016
Iris-HCxR
Hidden Context
Multivariate
Classification
Real
Real
900
4
1
2016
Sonar-ICxC
Indirect Context
Multivariate
Classification
Real
Categorical
416
61
1
2016
Sonar-ICxR
Indirect Context
Multivariate
Classification
Real
Real
416
61
1
2016
Sonar-HCxR
Hidden Context
Multivariate
Classification
Real
Real
416
60
1
2016
Votes-ICxC
Indirect Context
Multivariate
Classification
Categorical
Categorical
870
17
1
2016
Votes-ICxR
Indirect Context
Multivariate
Classification
Categorical, Real
Real
870
17
1
2016
Votes-HCxC
Hidden Context
Multivariate
Classification
Categorical
Categorical
870
16
1
2016