Book
Applied Machine Learning Using mlr3 in R
ISBN : 9781032507545
Author : Bernd Bischl
Publisher : CRC
Year : 2024
Language : English
Type : Book
Description : mlr3 is an award-winning ecosystem of R packages that have been developed to enable state-of-the-art machine learning capabilities in R. Applied Machine Learning Using mlr3 in R gives an overview of flexible and robust machine learning methods, with an emphasis on how to implement them using mlr3 in R. It covers various key topics, including basic machine learning tasks, such as building and evaluating a predictive model; hyperparameter tuning of machine learning approaches to obtain peak performance; building machine learning pipelines that perform complex operations such as pre-processing followed by modelling followed by aggregation of predictions; and extending the mlr3 ecosystem with custom learners, measures, or pipeline components.
RECOMMENDED BOOKS
Sales Management
Thomas N. Ingram
Policy as Practice
H.K. Colebatch
Fundamentals of Laser Physics
Kyungwon An
Principles of Civil Procedure
Kevin M. Clermont
Working Through Conflict Strategies for Relationships, Groups, and Organizations
Joseph P. Folger
Storytelling in Presentations for Dummies
Sheryl Lindsell-Roberts
Digital Marketing : Integrating Strategy, Sustainability, and Purpose
Ira Kaufman
Principles of Biostatistics
Marcello Pagano