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Supervised Machine Learning: Optimization Framework and Applications with SAS and R

Supervised Machine Learning: Optimization Framework and Applications with SAS and R

Paperback

Business GeneralApplicationsGeneral Computers

ISBN10: 0367538822
ISBN13: 9780367538828
Publisher: Crc Pr Inc
Published: Apr 29 2022
Pages: 182
Weight: 0.59
Height: 0.39 Width: 6.14 Depth: 9.21
Language: English

AI framework intended to solve a problem of bias-variance tradeoff for supervised learning methods in real-life applications. It comprises of bootstrapping to create multiple training and testing data sets, design and analysis of statistical experiments and optimal hyper-parameters for ML methods.

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