Performance Evaluation of Open Source Data Mining Tools |
Author(s): |
| Syeda Saba Siddiqua ; Mohd Sameer, Not Applicable ; Ashfaq Ahmed Khan, Not Applicable |
Keywords: |
| Evaluation Framework, Rapid Miner, Knime |
Abstract |
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This is an attempt at evaluation of Open Source Data mining tools. Initially the paper deliberates on what can be and what cannot be the focus of inquiry, for the evaluation. Then it outlines the framework under which the evaluation is to be done. Next it defines the performance criteria to be measured. The tool selection strategy for the study is framed using various online resources and tools selected based on it. A table lists the different set of criteria and the findings of each tool against it. After capturing the findings of the study in a tabular fashion, a framework implementation strategy is made. This details the relative scaling for the evaluation. Based on the scorings, a conclusion remark with some suggestions summarizes the findings of the study. Lastly some assumptions/Limitations are discussed. |
Other Details |
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Paper ID: IJSRDV2I9002 Published in: Volume : 2, Issue : 9 Publication Date: 01/12/2014 Page(s): 176-183 |
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