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Intelligent Heart Disease Prediction System Using Naive Bayes

Intelligent Heart Disease Prediction System Using Naive Bayes

von Shadab Pattekari
Softcover - 9783659171604
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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.

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Details

Verlag LAP LAMBERT Academic Publishing
Ersterscheinung 14. März 2014
Maße 22 cm x 15 cm x 0.5 cm
Gewicht 113 Gramm
Format Softcover
ISBN-13 9783659171604
Seiten 64

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