{"title":"改进的SPRINT算法在毕业设计过程管理系统中的应用","authors":"Yan-Wen Wu, Li Li, Sheng-Yi Zhao, Xue-Yi Ai","doi":"10.1109/IITA.2007.86","DOIUrl":null,"url":null,"abstract":"Regarding big data set, the efficiency is low when the numeric-attributes with a lot of values. This article which applied SPRINT algorithm bases on \"the pure intervals\" in the graduation design process management system .The algorithm excludes the candidate splitter points in \"the pure intervals\" at first, then computes gini indexes remained, finally compares with the gini indexes to obtain the best splitter point. It reduced the number of candidate splitter points, enhanced the operating efficiency of the algorithm .And have already obtained the confirmation in the experiment; the results of this algorithm are effective.","PeriodicalId":191218,"journal":{"name":"Workshop on Intelligent Information Technology Application (IITA 2007)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2007-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Application of Improved SPRINT Algorithm in the Graduation Design Process Management System\",\"authors\":\"Yan-Wen Wu, Li Li, Sheng-Yi Zhao, Xue-Yi Ai\",\"doi\":\"10.1109/IITA.2007.86\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Regarding big data set, the efficiency is low when the numeric-attributes with a lot of values. This article which applied SPRINT algorithm bases on \\\"the pure intervals\\\" in the graduation design process management system .The algorithm excludes the candidate splitter points in \\\"the pure intervals\\\" at first, then computes gini indexes remained, finally compares with the gini indexes to obtain the best splitter point. It reduced the number of candidate splitter points, enhanced the operating efficiency of the algorithm .And have already obtained the confirmation in the experiment; the results of this algorithm are effective.\",\"PeriodicalId\":191218,\"journal\":{\"name\":\"Workshop on Intelligent Information Technology Application (IITA 2007)\",\"volume\":\"29 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2007-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Workshop on Intelligent Information Technology Application (IITA 2007)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IITA.2007.86\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Workshop on Intelligent Information Technology Application (IITA 2007)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IITA.2007.86","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Application of Improved SPRINT Algorithm in the Graduation Design Process Management System
Regarding big data set, the efficiency is low when the numeric-attributes with a lot of values. This article which applied SPRINT algorithm bases on "the pure intervals" in the graduation design process management system .The algorithm excludes the candidate splitter points in "the pure intervals" at first, then computes gini indexes remained, finally compares with the gini indexes to obtain the best splitter point. It reduced the number of candidate splitter points, enhanced the operating efficiency of the algorithm .And have already obtained the confirmation in the experiment; the results of this algorithm are effective.
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