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Improved Boosting Algorithms

上传者: 2019-07-15 10:20:31上传 PDF文件 957.79KB 热度 32次
Abstract.WedescribeseveralimprovementstoFreundandSchapire’sAdaBoostboostingalgorithm,particularlyinasettinginwhichhypothesesmayassignconfidencestoeachoftheirpredictions.WegiveasimplifiedanalysisofAdaBoostinthissetting,andweshowhowthisanalysiscanbeusedtofindimprovedparametersettingsa
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