RapidMiner: Difference between revisions
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Revision as of 17:07, 7 November 2014
RapidMiner 5.3 (2013/01/01)
Developed by: Rapid-I
License: Free&Open source
Web page : Tool homepage
Tool type : Framework/Library/API,
The last edition of this page was on: 2014/02/26
The Completion level of this page is : Low
The last edition of this page was on: 2014/02/26 The Completion level of this page is : Low
SHORT DESCRIPTION
RapidMiner is a world-leading open-source system for data mining. It is available as a stand-alone application for data analysis and as a data mining engine for the integration into own products.
TOOL CHARACTERISTICS
Usability
Tool orientation
Data mining type
Manipulation type
IMPORT FORMAT :
EXPORT FORMAT :
| Tool objective(s) in the field of Learning Sciences | |
|
☑ Analysis & Visualisation of data |
☑ Providing feedback for supporting instructors: |
Tool can perform:
- Data extraction of type:
- Transformation of type:
- Data analysis of type:
- Data visualisation of type: (These visualisations can be interactive and updated in "real time")
ABOUT USERS
Tool is suitable for:
Required skills:
STATISTICS: N/A
PROGRAMMING: N/A
SYSTEM ADMINISTRATION: N/A
DATA MINING MODELS: N/A
FREE TEXT
| Tool version : RapidMiner 5.3 2013/01/01 (blank line) Developed by : Rapid-I |
|
Contents
SHORT DESCRIPTION
RapidMiner is a world-leading open-source system for data mining. It is available as a stand-alone application for data analysis and as a data mining engine for the integration into own products.
TOOL CHARACTERISTICS
| 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 |
☑ Providing feedback for supporting instructors: |
Can perform data extraction of type:
Can perform data transformation of type:
Can perform data analysis of type:
Can perform data visualisation of type:
(These visualisations can be interactive and updated in "real time")
ABOUT USER
| 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
|
| Rapidminer logo.jpg |
| RapidMiner |
| Free&Open source |
| Rapid-I |
| 2013/01/01 |
| 5.3 |
| http://sourceforge.net/projects/rapidminer/#resources |
| RapidMiner is a world-leading open-source system for data mining. It is available as a stand-alone application for data analysis and as a data mining engine for the integration into own products. |
| General analysis |
| N/A |
| N/A |
| N/A |
| N/A |
| Framework/Library/API |
| Structured data mining |
| Data transformation, Data analysis, Data visualisation |
| Low |
This article or section is a stub. It does not yet contain enough information to be considered a real article. In other words, it is a short or insufficient piece of information and requires additions.
Draft
Introduction
Rapidminer is both a free open source and commercial product for text mining (content analysis).
“RapidMiner provides data mining and machine learning procedures including: data loading and transformation (ETL), data preprocessing and visualization, modelling, evaluation, and deployment. The data mining processes can be made up of arbitrarily nestable operators, described in XML files and created in RapidMiner's graphical user interface (GUI). RapidMiner is written in the Java programming language. It also integrates learning schemes and attribute evaluators of the Weka machine learning environment and statistical modelling schemes of the R-Project.” (Wikipedia, retrieved 20:37, 13 March 2012 (CET))
Installation
- Is very easy (tested on Win7-64)
Links
Official
- RapidMiner Home page. It includes interactive video tutorials.
- Download at Source Forge
- Rapid-i wiki (use search or "All pages" since the main page as of March 2012 doesn't include navigation links)
- Links to support groups for RapidMiner -- Data Mining, ETL, OLAP, BI. See also this wiki entry
Links
Introductions
- Assignment 1: RapidMiner (Alex) (Text Mining, Brigham Young University)
- RapidMiner (Wikipedia)