An Improved Classifier Chain Ensemble for Multi-DimensionalClassification with Conditional Dependence

An Improved Classifier Chain Ensemble for Multi-DimensionalClassification with Conditional Dependence

We focus on multi-dimensional classification (MDC) problems with conditional dependence, which we call multiple output dependence (MOD) problems. MDC is the task of predicting a vector of categorical outputs for each input. Conditional dependence in MDC means that the choice for one output value aff...

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Bibliographic Details
Main Author:	Heydorn, Joseph Ethan
Format:	Others
Published:	BYU ScholarsArchive 2015
Subjects:	multi-dimensional classification multi-target conditional dependence ensemble chain classifier Computer Sciences
Online Access:	https://scholarsarchive.byu.edu/etd/5515 https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=6514&context=etd

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