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ID:42847071
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页数:3页
时间:2019-09-23
《The leukemia data set(白血病数据)》由会员上传分享,免费在线阅读,更多相关内容在行业资料-天天文库。
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
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