{"title":"C4.5与其他决策树的对比:综述","authors":"Salih Ozsoy, Gökhan Gümüş, Savriddin Khalilov","doi":"10.18495/COMENGAPP.V4I3.141","DOIUrl":null,"url":null,"abstract":"In this study, Data Mining, one of the latest technologies of the Information Systems, was introduced and Classification a Data Mining method and the Classification algorithms were discussed. A classification was applied by using C4.5 decision tree algorithm on a dataset about Labor Relations from http://archive.ics.uci.edu/ml/datasets.html . Finally, C4.5 algorithm was compared to some other decision tree algorithms. C4.5 was the one of the successful classifier.","PeriodicalId":120500,"journal":{"name":"Computer Engineering and Applications","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"C4.5 Versus Other Decision Trees: A Review\",\"authors\":\"Salih Ozsoy, Gökhan Gümüş, Savriddin Khalilov\",\"doi\":\"10.18495/COMENGAPP.V4I3.141\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this study, Data Mining, one of the latest technologies of the Information Systems, was introduced and Classification a Data Mining method and the Classification algorithms were discussed. A classification was applied by using C4.5 decision tree algorithm on a dataset about Labor Relations from http://archive.ics.uci.edu/ml/datasets.html . Finally, C4.5 algorithm was compared to some other decision tree algorithms. C4.5 was the one of the successful classifier.\",\"PeriodicalId\":120500,\"journal\":{\"name\":\"Computer Engineering and Applications\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-09-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Computer Engineering and Applications\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.18495/COMENGAPP.V4I3.141\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computer Engineering and Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.18495/COMENGAPP.V4I3.141","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
In this study, Data Mining, one of the latest technologies of the Information Systems, was introduced and Classification a Data Mining method and the Classification algorithms were discussed. A classification was applied by using C4.5 decision tree algorithm on a dataset about Labor Relations from http://archive.ics.uci.edu/ml/datasets.html . Finally, C4.5 algorithm was compared to some other decision tree algorithms. C4.5 was the one of the successful classifier.
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