Intelligent Heart Disease Prediction System Using Naive Bayes

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Heart Attack Prediction System using Data Mining Technique

ISBN: 3659171603
ISBN 13: 9783659171604
Autor: Pattekari, Shadab
Verlag: LAP LAMBERT Academic Publishing
Umfang: 64 S.
Erscheinungsdatum: 08.04.2014
Auflage: 1/2014
Format: 0.5 x 22 x 15
Gewicht: 113 g
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 6444646 Kategorie:

Beschreibung

The main objective of this research is to develop a Intelligent Heart Disease Prediction System using three data mining modeling technique, namely, Naïve Bayes. It is implemented as web based questionnaire application.Based on the user answers, it can discover and extract hidden knowledge (patterns and relationships) associated with heart disease from a historical heart disease database. It can answer complex queries for diagnosing heart disease and thus assist healthcare practitioners to make intelligent clinical decisions which traditional decision support systems cannot. By providing effective treatments, it also helps to reduce treatment costs.

Autorenporträt

Shadab Adam Pattekari received his degree in Information Technology from ADCET, Ashta in 2007 and Masters Degree in Computer Science and Engineering from KBN college of Engineering, Gulbarga in 2012. He is currently working as a Principal in Rajaram Shinde Institute of Engineering and Technology, Pedhambe.

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