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1、Audiology(Original)DataSet(听觉学（原始）数据集)数据摘要：NominalaudiologydatasetfromBaylor中文关键词：机器学习,多变量,分类,UCI,听觉学,英文关键词：MachineLearning,MultiVarite,Classification,UCI,Audiology,数据格式：TEXT数据用途：Classification数据详细介绍：Audiology(Original)DataSetAbstract:Nominalaudiolog
2、ydatasetfromBaylorDataSetNumberofMultivariate226Area:LifeCharacteristics:Instances:AttributeNumberofDateCategoricalN/A1987-12-03Characteristics:Attributes:DonatedMissingNumberofAssociatedTasks:ClassificationYes10635Values?WebHits:Source:OriginalOwner
3、:ProfessorJergenatBaylorCollegeofMedicineDonor:BrucePorter(porter'@'fall.cs.utexas.EDU)DataSetInformation:ThisdatabasedoesNOTuseastandardsetofattributesperinstance.ContactRayBareiss(rbareiss'@'uunet.uucp?)formoreinformation.Domainexpert:ProfessorCrai
4、gWieroftheUniversityofTexas,Austin.AttributeInformation:(allattributesarenominallyvalued)1.caseidentifier.2.classification(24classes)3.Listofcasefeatures--format:formf(v)shouldbereadas"featurefhasvaluev"RelevantPapers:Bareiss,E.Ray,&Porter,Bruce(1987
5、).Protos:AnExemplar-BasedLearningApprentice.IntheProceedingsofthe4thInternationalWorkshoponMachineLearning,12-23,Irvine,CA:MorganKaufmann.[WebLink]数据预览：[p1,cochlear_unknown,[boneAbnormal,air(mild),ar_c(normal),ar_u(normal),o_ar_c(normal),o_ar_u(norma
6、l),speech(normal),static(normal),tymp(a)]][p2,cochlear_unknown,[boneAbnormal,air(moderate),ar_c(normal),ar_u(normal),o_ar_c(normal),o_ar_u(normal),speech(normal),static(normal),tymp(a)]][p3,mixed_cochlear_age_fixation,[age_gt_60,airBoneGap,boneAbnorm
7、al,air(mild),ar_u(absent),bone(mild),o_ar_u(absent),speech(normal),static(normal),tymp(as)]][p4,mixed_cochlear_age_otitis_media,[age_gt_60,airBoneGap,air(mild),ar_u(absent),bone(mild),o_ar_u(absent),speech(normal),static(normal),tymp(b)]][p5,cochlear
8、_age,[age_gt_60,boneAbnormal,air(mild),ar_c(normal),ar_u(normal),bone(mild),o_ar_c(normal),o_ar_u(normal),speech(good),static(normal),tymp(a)]][p6,cochlear_age,[age_gt_60,boneAbnormal,air(mild),ar_c(normal),ar_u(normal),bone(mild),o_ar_c(normal),o_ar
