A framework for selecting the optimal technique suitable for application in a data mining task
This paper presents a conceptual framework for selection of data mining technique based on the 8 selection criteria’s: optimization capability, computation complexity, flexibility, interpretability, scalability, ease of problem encoding, autonomy, and accessibility. The framework is suitable for cho...
| Main Authors: | , , |
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| Format: | Book Chapter |
| Language: | English |
| Published: |
SpringerLink
2013
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/37927/ http://irep.iium.edu.my/37927/ http://irep.iium.edu.my/37927/ http://irep.iium.edu.my/37927/1/A_Framework_for_Selecting_the_Optimal_Technique_Suitable_for_Application_in_a_Data_Mining_Task.pdf |
| Summary: | This paper presents a conceptual framework for selection of data mining technique based on the 8 selection criteria’s: optimization capability, computation complexity, flexibility, interpretability, scalability, ease of problem encoding, autonomy, and accessibility. The framework is suitable for choosing appropriate technique for application in a particular task of data mining. The paper has set the stage for further research work. |
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