Description: Supervised Machine Learning : Optimization Framework and Applications With SAS and R, Hardcover by Kolosova, Tanya, Berestizhevsky, Samuel, ISBN 0367277328, ISBN-13 9780367277321, Like New Used, Free shipping in the US
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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Book Title: Supervised Machine Learning : Optimization Framework and Applicat
Number of Pages: 160 Pages
Language: English
Publication Name: Supervised Machine Learning : Optimization Framework and Applications with Sas and R
Publisher: CRC Press LLC
Publication Year: 2020
Subject: Machine Theory, Mathematical & Statistical Software, Statistics
Type: Textbook
Item Weight: 14 Oz
Subject Area: Computers, Business & Economics
Item Length: 9.2 in
Author: Tanya Kolosova, Samuel Berestizhevsky
Item Width: 6.1 in
Format: Hardcover