This is an interim version of our Electronic Legal Deposit Catalogue-eJournals and eBooks while we continue to recover from a cyber-attack.
Machine learning with R : learn data cleansing to modeling from the tidyverse to neural networks and working with big data /: learn data cleansing to modeling from the tidyverse to neural networks and working with big data. (2023)
Record Type:
Book
Title:
Machine learning with R : learn data cleansing to modeling from the tidyverse to neural networks and working with big data /: learn data cleansing to modeling from the tidyverse to neural networks and working with big data. (2023)
Main Title:
Machine learning with R : learn data cleansing to modeling from the tidyverse to neural networks and working with big data
Table of ContentsIntroducing Machine LearningManaging and Understanding DataLazy Learning – Classification Using Nearest NeighborsProbabilistic Learning – Classification Using Naive BayesDivide and Conquer – Classification Using Decision Trees and RulesForecasting Numeric Data – Regression MethodsBlack-Box Methods – Neural Networks and Support Vector MachinesFinding Patterns – Market Basket Analysis Using Association RulesFinding Groups of Data – Clustering with k-meansEvaluating Model PerformanceBeing Successful with Machine LearningAdvanced Data PreparationChallenging Data – Too Much, Too Little, Too ComplexBuilding Better LearnersMaking Use of Big Data.
Note: Includes bibliographical references and index. Note: Description based on CIP data; resource not viewed.
Access Rights:
Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
Access Usage:
Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.