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Supervised Machine Learning: Optimization Framework And Applications With Sas And R,New Robert K. Murray New Content Includes 'Word Derivations'

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New Content Includes 'Word Derivations' Sections That Promote Recognition Of Scientific Terms

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And Philosophy To The Tumultuous Shifts Of Industrial Capitalism

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The Fully Updated Fourth Edition Includes Four New Global Issues Chapters: The Refugee Crisis In Europe

Supervised Machine Learning: Optimization Framework And Applications With Sas And R,New Robert K. Murray New Content Includes 'Word Derivations'Ai Framework Intended To Solve A Problem Of Biasvariance Tradeoff For Supervised Learning Methods In Reallife Applications. The Ai Framework Comprises Of Bootstrapping To Create Multiple Training And Testing Data Sets With Various Characteristics, Design And Analysis Of Statistical Experiments To Identify Optimal Feature Subsets And Optimal Hyperparameters For Ml Methods, Data Contamination To Test For The Robustness Of The Classifiers. Key Features:

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