Supervised Machine Learning: Optimization Framework and Applications with SAS and R - Tanya Kolosova - Books - Taylor & Francis Ltd - 9780367277321 - September 22, 2020
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Tanya Kolosova
Supervised Machine Learning: Optimization Framework and Applications with SAS and R 1st edition

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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.

160 pages, 22 Line drawings, black and white; 59 Tables, black and white; 22 Illustrations, black an

Media Books     Hardcover Book   (Book with hard spine and cover)
Released September 22, 2020
ISBN13 9780367277321
Publishers Taylor & Francis Ltd
Pages 160
Dimensions 241 × 162 × 17 mm   ·   420 g
Language English  

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