ANALISIS KELAYAKAN PEMBERIAN KREDIT KOPERASI DENGAN METODE DATA MINING DECISION TREE

Irma Rahmianti
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引用次数: 2

Abstract

Savings and loan cooperatives provide credit to members with certain criteria. This study was conducted to analyze the feasibility of providing credit to members of savings and loan cooperatives. In developing their business cooperatives have problems choosing employees who are eligible or not in providing savings and loan cooperatives so that the cooperative's financial cycle can run in an orderly and smooth manner. The attributes used as test data are discipline, class, age, years of service, and other income. The research uses the decision tree algorithm C4.5 data mining method with rapidminer tools on the data of prospective cooperative creditors. The results obtained are 94.27% accuracy, 100% precision, and 89.29% recall.
储蓄和贷款合作社根据一定的标准向成员提供信贷。本研究旨在分析向储蓄贷款合作社成员提供信贷的可行性。合作社在发展其业务时,在选择有资格或没有资格提供储蓄和贷款合作社的雇员以使合作社的财务周期能够有序和顺利地运行方面存在问题。用作测试数据的属性是学科、班级、年龄、服务年限和其他收入。本研究采用决策树算法C4.5数据挖掘方法,结合rapidminer工具对潜在合作债权人数据进行挖掘。准确度为94.27%,精密度为100%,召回率为89.29%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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