文章基本信息

标题：Analysis of Different Types of Arrhythmia Using Ensemble Model
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作者：Harshitha. R ; Suresh .L
期刊名称：International Journal of Innovative Research in Computer and Communication Engineering
印刷版ISSN：2320-9798
电子版ISSN：2320-9801
出版年度：2019
卷号：7
期号：6
页码：3317-3323
DOI：10.15680/IJIRCCE.2019. 0706010
出版社：S&S Publications
摘要：Arrhythmia is a condition in which the human heart beats with an irregular or abnormal rhythm which may be immediately fatal or cause irreparable damage to the heart. This type of a fatal abnormality would require a model which gives high accuracy and takes short periods of time for classification. In this project, a high dimensional clinical dataset consisting of Electrocardio (ECG) results of patients is used by individual classifiers like Multi-Layer-Perceptron(MLP), Support Vector Machine (SVM) and Naïve bayes to classify them into different types of Arrhythmia.
关键词：NA values; Arrhythmia; Ensemble Model; Accuracy