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Performance Analysis of Data Mining Classification Techniques

Performance Analysis of Data Mining Classification Techniques

von Shelly Gupta
Softcover - 9783848438754
49,00 €
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Beschreibung

The present study aimed to do the performance analysis of several data mining classification techniques using three different machine learning tools over the healthcare datasets. In this study, different data mining classification techniques have been tested on four different healthcare datasets. The standards used are percentage of accuracy and error rate of every applied classification technique. The experiments are done using the 10 fold cross validation method. A suitable technique for a particular dataset is chosen based on highest classification accuracy and least error rate.

Performance Analysis of Various Data Mining Classification Techniques on Healthcare Data

Details

Verlag LAP LAMBERT Academic Publishing
Ersterscheinung 20. März 2012
Maße 22 cm x 15 cm x 0.5 cm
Gewicht 131 Gramm
Format Softcover
ISBN-13 9783848438754
Seiten 76