KEEL

DM & LA Portal > Form: Data mining and learning analytics tools

Knowledge Extraction based on Evolutionary Learning 1.0 (2014/01/29)

Developed by: Spanish National Projects
License: GPL / GNU General Public License
Web page : Tool homepage
Tool type : Application software

The last edition of this page was on: 2014/02/27

The Completion level of this page is : Low

The last edition of this page was on: 2014/02/27 The Completion level of this page is : Low

SHORT DESCRIPTION

[[has description::KEEL (Knowledge Extraction based on Evolutionary Learning) is an open source (GPLv3) Java software tool which empowers the user to assess the behavior of evolutionary learning and Soft Computing based techniques for different kinds of DM problems: regression, classification, clustering, pattern mining and so on.

See a complete description on KEEP website]]

TOOL CHARACTERISTICS

Usability

Authors of this page consider that this tool is '.

Tool orientation

This tool is designed for general purpose analysis.

Data mining type

This tool is made for Structured data mining.

Manipulation type

This tool is designed for Data transformation, Data analysis, Data visualisation.

* * *

IMPORT FORMAT :

EXPORT FORMAT :

Tool objective(s) in the field of Learning Sciences

☑ Analysis & Visualisation of data
☑ Predicting student performance
☑ Student modelling
☑ Social Network Analysis (SNA)
☑ Constructing courseware

☑ Providing feedback for supporting instructors:
☑ Recommendations for students
☑ Grouping students:
☑ Developing concept maps:
☑ Planning/scheduling/monitoring
☑ Experimentation/observation

Tool can perform:

* Data extraction of type:

* Transformation of type: Simple data transformation operations, Mathematical transformation of data for analysis
* Data analysis of type: Data mining methods and algorithms, Basic statistics and data summarization

* Data visualisation of type: (These visualisations can be interactive and updated in "real time")

ABOUT USERS

Tool is suitable for:

Students/Learners/Consumers

Teachers/Tutors/Managers

Researchers

Developers/Designers

Organisations/Institutions/Firms

Others

Required skills:

STATISTICS:  N/A

PROGRAMMING:  N/A

SYSTEM ADMINISTRATION:  N/A

DATA MINING MODELS:  N/A

FREE TEXT

* * *

Tool version : Knowledge Extraction based on Evolutionary Learning 1.0 2014/01/29
(blank line)

Developed by : Spanish National Projects
(blank line)
Tool Web page : http://sci2s.ugr.es/keel/download.php
(blank line)
Tool type : Application software
(blank line)
License:GPL / GNU General Public License

|

## Contents

* 1 SHORT DESCRIPTION
* 2 TOOL CHARACTERISTICS
* 3 ABOUT USER
* 4 OTHER TOOL INFORMATION

## SHORT DESCRIPTION[edit source]

* * *

KEEL (Knowledge Extraction based on Evolutionary Learning) is an open source (GPLv3) Java software tool which empowers the user to assess the behavior of evolutionary learning and Soft Computing based techniques for different kinds of DM problems: regression, classification, clustering, pattern mining and so on.

See a complete description on KEEP website

## TOOL CHARACTERISTICS[edit source]

* * *

Tool orientation | Data mining type | Usability

|
|

This tool is designed for general purpose analysis. | This tool is designed for Structured data mining. | Authors of this page consider that this tool is .
Data import format | Data export format

|

. | .

Tool objective(s) in the field of Learning Sciences

☑ Analysis & Visualisation of data
☑ Predicting student performance
☑ Student modelling
☑ Social Network Analysis (SNA)
☑ Constructing courseware

☑ Providing feedback for supporting instructors:
☑ Recommendations for students
☑ Grouping students:
☑ Developing concept maps:
☑ Planning/scheduling/monitoring
☑ Experimentation/observation

Can perform data extraction of type:

Can perform data transformation of type:
Simple data transformation operations, Mathematical transformation of data for analysis

Can perform data analysis of type:
Data mining methods and algorithms, Basic statistics and data summarization

Can perform data visualisation of type:
(These visualisations can be interactive and updated in "real time")

## ABOUT USER[edit source]

* * *

Tool is suitable for:

Students/Learners/Consumers:☑ | Teachers/Tutors/Managers:☑ | Researchers:☑ | Organisations/Institutions/Firms:☑ | Others:☑
Required skills:

Statistics:  | Programming:  | System administration:  | Data mining models:

## OTHER TOOL INFORMATION[edit source]

* * *

Keel screenshot.gif
Keel logo.jpg
Knowledge Extraction based on Evolutionary Learning
GPL / GNU General Public License
Free&Open source
Spanish National Projects
2014/01/29
1.0
http://sci2s.ugr.es/keel/download.php
[[has description::KEEL (Knowledge Extraction based on Evolutionary Learning) is an open source (GPLv3) Java software tool which empowers the user to assess the behavior of evolutionary learning and Soft Computing based techniques for different kinds of DM problems: regression, classification, clustering, pattern mining and so on.

See a complete description on KEEP website]]

General analysis
N/A
N/A
N/A
N/A
Application software
Structured data mining
Data transformation, Data analysis, Data visualisation
Data mining methods and algorithms, Basic statistics and data summarization
Simple data transformation operations, Mathematical transformation of data for analysis
Low