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Hands-On Ensemble Learning with R : A beginner's guide to combining the power of machine learning algorithms using ensemble techniques /: A beginner's guide to combining the power of machine learning algorithms using ensemble techniques. (2018)
Record Type:
Book
Title:
Hands-On Ensemble Learning with R : A beginner's guide to combining the power of machine learning algorithms using ensemble techniques /: A beginner's guide to combining the power of machine learning algorithms using ensemble techniques. (2018)
Main Title:
Hands-On Ensemble Learning with R : A beginner's guide to combining the power of machine learning algorithms using ensemble techniques
Table of ContentsIntroduction to Ensemble TechniquesBootstrappingBaggingRandom ForestsThe Bare Bones Boosting AlgorithmsBoosting RefinementsThe General Ensemble TechniqueEnsemble DiagnosticsEnsembling Regression ModelsEnsembling Survival ModelsEnsembling Time Series ModelsWhat's Next?.
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