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

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 can perform:

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

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

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
.	.

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

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:

KEEL

Contents

SHORT DESCRIPTION[edit source]

TOOL CHARACTERISTICS[edit source]

ABOUT USER[edit source]

OTHER TOOL INFORMATION[edit source]

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