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

ISBN-13: 9780367277321 / Angielski / Twarda / 2020 / 160 str.

Samuel Berestizhevsky

Opis

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.