The leukemia data set(白血病数据)

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1、Theleukemiadataset(白血病数据)数据摘要：Thisdatasetisofthesametypeasthecoloncancerdatasetandcanthereforebeusedforthesamekindofexperiments.Infact,mostofthepapersthatusethecoloncancerdataalsousetheleukemiadata.中文关键词：数据挖掘,医学,白血病,基因表达,预测,英文关键词：Datamining,Medical,Leukemia,geneexpression,prediction,数据格式：TEXT数据用途：Th

2、edatacanbeusedtodataminingandanalysis.数据详细介绍：TheleukemiadatasetThisdatasetisofthesametypeasthecoloncancerdatasetandcanthereforebeusedforthesamekindofexperiments.Infact,mostofthepapersthatusethecoloncancerdataalsousetheleukemiadata.Althoughcancerclassificationhasimprovedoverthepast30years,therehasbee

3、nnogeneralapproachforidentifyingnewcancerclasses(classdiscovery)orforassigningtumorstoknownclasses(classprediction).Here,agenericapproachtocancerclassificationbasedongeneexpressionmonitoringbyDNAmicroarraysisdescribedandappliedtohumanacuteleukemiasasatestcase.Aclassdiscoveryprocedureautomaticallydis

4、coveredthedistinctionbetweenacutemyeloidleukemia(AML)andacutelymphoblasticleukemia(ALL)withoutpreviousknowledgeoftheseclasses.Anautomaticallyderivedclasspredictorwasabletodeterminetheclassofnewleukemiacases.Theresultsdemonstratethefeasibilityofcancerclassificationbasedsolelyongeneexpressionmonitorin

5、gandsuggestageneralstrategyfordiscoveringandpredictingcancerclassesforothertypesofcancer,independentofpreviousbiologicalThisdatasetcomesfromT.R.Golub,D.K.Slonim,P.Tamayo,C.Huard,M.Gaasenbeek,J.P.Mesirov,H.Coller,M.Loh,J.R.Downing,M.A.Caligiuri,C.D.Bloomfield,andE.S.Lander.Itcontains2files.Reference数

6、据预览：点此下载完整数据集