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1、ThyroidDiseaseDataSet(甲状腺疾病数据集)数据摘要：10separatedatabasesfromGaravanInstitute.中文关键词：多变量,分类,UCI,畴理论,甲状腺疾病,英文关键词：Multivariate,Classification,Domain-Theory,UCI,ThyroidDisease,数据格式：TEXT数据用途：Thisdatasetidusedforclassition.数据详细介绍：ThyroidDiseaseDataSetAbstract:10separate
2、databasesfromGaravanInstituteDataSetMultivariate,Numberof7200Area:LifeCharacteristics:Domain-TheoryInstances:AttributeNumberofDateCategorical,Real211987-01-01Characteristics:Attributes:DonatedMissingNumberofAssociatedTasks:ClassificationN/A17967Values?WebHits:So
3、urce:RossQuinlanDataSetInformation:#FromGaravanInstitute#Documentation:asgivenbyRossQuinlan#6databasesfromtheGaravanInstituteinSydney,Australia#Approximatelythefollowingforeachdatabase:**2800training(data)instancesand972testinstances**Plentyofmissingdata**29orso
4、attributes,eitherBooleanorcontinuously-valued#2additionaldatabases,alsofromRossQuinlan,arealsohere**Hypothyroid.dataandsick-euthyroid.data**Quinlanbelievesthatthesedatabaseshavebeencorrupted**Theirformatishighlysimilartotheotherdatabases#1moredatabaseof9172insta
5、ncesthatcover20classes,andarelateddomaintheory#AnotherthyroiddatabasefromStefanAeberhard**3classes,215instances,5attributes**Nomissingvalues#AThyroiddatabasesuitedfortrainingANNs**3classes**3772traininginstances,3428testinginstances**Includescostdata(donatedbyPe
6、terTurney)RelevantPapers:Quinlan,J.R.,Compton,P.J.,Horn,K.A.,&Lazurus,L.(1986).Inductiveknowledgeacquisition:Acasestudy.InProceedingsoftheSecondAustralianConferenceonApplicationsofExpertSystems.Sydney,Australia.[WebLink]Quinlan,J.R.(1986).Inductionofdecisiontree
7、s.MachineLearning,1,81--106.[WebLink]数据预览：点此下载完整数据集
