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:NominalaudiologydatasetfromBaylorDataSetCharacteristics:MultivariateNumberofInstances:226Area:LifeAttributeCharacteristics:CategoricalNumberofAttributes:N/ADateDonated1987-12-03AssociatedTasks:ClassificationMissingValues?YesNumberofWebHits:10635Source:OriginalOwner:ProfessorJergenatBaylorCollegeofMedicineDonor:BrucePorter(porter'@'fall.cs.utexas.EDU)DataSetInformation:ThisdatabasedoesNOTuseastandardsetofattributesperinstance.ContactRayBareiss(rbareiss'@'uunet.uucp?)formoreinformation.Domainexpert:ProfessorCraigWieroftheUniversityofTexas,Austin.AttributeInformation:(allattributesarenominallyvalued)1.caseidentifier.2.classification(24classes)3.Listofcasefeatures--format:formf(v)shouldbereadas"featurefhasvaluev"RelevantPapers:Bareiss,E.Ray,&Porter,Bruce(1987).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(normal),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,boneAbnormal,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_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_u(normal),speech(very_good),static(normal),tymp(a)]][p7,cochlear_unknown,[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)]][p8,cochlear_unknown,[boneAbnormal,air(mild),ar_c(normal),ar_u(normal),bone(mild),o_ar_c(normal),o_ar_u(normal),speech(very_good),static(normal),tymp(a)]][p9,cochlear_unknown,[boneAbnormal,air(severe),static(normal),tymp(a)]][p10,cochlear_age,[age_gt_60,boneAbnormal,air(mild),ar_c(elevated),ar_u(absent),bone(mild),o_ar_c(normal),o_ar_u(absent),speech(good),static(normal),tymp(a)]][p11,cochlear_age,[age_gt_60,boneAbnormal,air(mild),ar_c(normal),ar_u(absent),bone(mild),o_ar_c(normal),o_ar_u(absent),speech(very_good),static(normal),tymp(a)]][p12,cochlear_age,[age_gt_60,boneAbnormal,air(mild),ar_c(normal),ar_u(normal),o_ar_c(normal),o_ar_u(normal),speech(good),static(normal),tymp(a)]][p13,cochlear_unknown,[boneAbnormal,air(severe),ar_c(normal),ar_u(normal),bone(moderate),o_ar_c(normal),o_ar_u(normal),speech(very_poor),static(normal),tymp(a)]][p14,normal_ear,[air(normal),ar_c(elevated),ar_u(normal),bone(mild),o_ar_c(elevated),o_ar_u(elevated),speech(normal),static(normal),tymp(a)]][p15,cochlear_age,[age_gt_60,boneAbnormal,air(mild),ar_c(normal),ar_u(normal...