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ID:8008301
大小:1.62 MB
页数:32页
时间:2018-03-04
《using data mining techniques for fraud detection外语英文电子书》由会员上传分享,免费在线阅读,更多相关内容在教育资源-天天文库。
1、UsingDataMiningTechniquesforFraudDetectionBestPracticesApproachtoGovernmentTechnologySolutionsiTableofContentsABSTRACT.......................................................................1PROBLEMDEFINITION...........................................................1DATACOLLECTIONAND
2、ENHANCEMENT........................................2MODELINGSTRATEGIES.........................................................3TRAINING,VALIDATION,ANDTESTINGOFMODELS..............................4ANALYZINGRESULTS............................................................5LINKINGTEC
3、HNIQUESTOBUSINESSPROBLEMS.................................5CASESTUDY1:HEALTHCAREFRAUDDETECTION...............................6PROBLEMDEFINITION.........................................................6DATACOLLECTIONANDENHANCEMENT......................................6MODELINGSTRATEGI
4、ES.......................................................7TRAINING,VALIDATION,ANDTESTINGOFMODELS...........................8ANALYZINGRESULTS.........................................................9AnalyzingResultsUsingLiftCharts..............................................9Analyzin
5、gResultsUsingConfusionMatrices......................................10CONCLUSIONSFORCASESTUDY1............................................15CASESTUDY2:PURCHASECARDFRAUDDETECTION...........................15PROBLEMDEFINITION........................................................15DAT
6、ACOLLECTIONANDENHANCEMENT.....................................15MODELINGSTRATEGIES......................................................16TRAINING,VALIDATION,ANDTESTINGOFMODELS...........................16ANALYZINGRESULTS.........................................................18BUIL
7、DINGFROMUNSUPERVISEDTOSUPERVISEDLEARNING.................19CONCLUSIONSFORCASESTUDY2............................................19OVERALLCONCLUSIONS.......................................................20BIOGRAPHIES..................................................................21R
8、ECOMMENDEDRE
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