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Data Mining with WEKA WEKA

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Data Mining with WEKA
WEKA ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Data Files Flat file in ARFF format numeric attribute nominal attribute
 
Explorer: pre-processing ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Explorer: building “classifiers” ,[object Object],[object Object],[object Object],[object Object],[object Object]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Explorer: clustering data ,[object Object],[object Object],[object Object],[object Object],[object Object]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Explorer: finding associations ,[object Object],[object Object],[object Object],[object Object],[object Object]
 
 
 
 
 
 
 
Explorer: attribute selection ,[object Object],[object Object],[object Object],[object Object],[object Object]
 
 
 
 
 
 
 
 
Explorer: data visualization ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
 
 
 
 
 
 
 
 
 
 
Performing experiments ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
 
 
 
 
 
 
 
 
 
 
 
The Knowledge Flow GUI ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
 
 
 
 
 
 
 
 
Can continue this...
 
 
 
 
 
 
 
 
 
Conclusion: try it yourself! ,[object Object],[object Object],[object Object],[object Object],[object Object]

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Data Mining with WEKA WEKA