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Performance Analysis of Classifiers using Data Mining Tool

Name: Performance Analysis of Classifiers using Data Mining Tool
Brand: LAP Lambert Academic Publishing
SKU: 18125145
Price: 33.59 EUR
Availability: InStock
Author: Akshay Jain
ISBN: 9783330331525

Akshay Jain

Divya Jain

Dinesh Kumar

Lingua

Inglese

Libro In brossura

Codice Libristo: 18125145

Casa editrice LAP Lambert Academic Publishing, agosto 2017

Recently, Data Mining Classification has found its remarkably outstanding hold in the medical field.... Descrizione completa

Codice Libristo: 18125145

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33.59 €

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Recently, Data Mining Classification has found its remarkably outstanding hold in the medical field. Machine learning is an emerging field in understanding and analyzing huge amount of healthcare data. This research comes out with the performance analysis of various classification techniques on healthcare datasets using machine learning tool Weka. We applied different classifiers on four medical datasets to find out the best classification algorithm. With the results obtained, it is found that J48 algorithm and Random Forest algorithm shows most promising results among all classification algorithms.