{"title":"ECG analysis with signal classification using Decision Tree Induction (DTI)","authors":"Baljit Kaur, Sanjay Singla","doi":"10.1145/2979779.2979874","DOIUrl":null,"url":null,"abstract":"This paper presents a new technique of classifying Arrhythmia based on ECG signal by using Decision Tree Induction as our method. Dataset of Arrhythmia is already available in MATLAB. In this paper, we trying to solve the problem of over fitting that occur in DTI. To overcome this problem, we tested it on a standard dataset and we achieved an average accuracy of 100% using our method.","PeriodicalId":298730,"journal":{"name":"Proceedings of the International Conference on Advances in Information Communication Technology & Computing","volume":"57 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the International Conference on Advances in Information Communication Technology & Computing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2979779.2979874","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
This paper presents a new technique of classifying Arrhythmia based on ECG signal by using Decision Tree Induction as our method. Dataset of Arrhythmia is already available in MATLAB. In this paper, we trying to solve the problem of over fitting that occur in DTI. To overcome this problem, we tested it on a standard dataset and we achieved an average accuracy of 100% using our method.
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
