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. © 2014 Springer-Verlag.
CITATION STYLE
Chiroma, H., Abdul-Kareem, S., & Abubakar, A. (2014). A framework for selecting the optimal technique suitable for application in a data mining task. In Lecture Notes in Electrical Engineering (Vol. 276 LNEE, pp. 163–169). Springer Verlag. https://doi.org/10.1007/978-3-642-40861-8_25
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