Just enough R! : an interactive approach to machine learning and analytics /: an interactive approach to machine learning and analytics. (2020)

• Record Type: Book
• Further Information: Note: Richard J. Roiger.
• Authors: Roiger, Richard J
• Contents: Preface. Acknowledgment. Author. Introduction to Machine Learning. Introduction to R. Data Structures and Manipulation. Preparing the Data. Supervised Statistical Techniques. Tree-Based Methods. Rule-Based Techniques. Neural Networks. Formal Evaluation Techniques. Support Vector Machines. Unsupervised Clustering Techniques. A Case Study in Predicting Treatment Outcome. Bibliography. Appendix A: Supplementary Materials and More Datasets. Appendix B: Statistics for Performance Evaluation. Subject Index. Index of R Functions. Script Index.
• Edition: 1st
• Publisher Details: Boca Raton : Chapman & Hall/CRC
• Publication Date: 2020
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 519.502855133; R (Computer program language); Machine learning; Data structures (Computer science); Mathematical statistics -- Data processing
• Languages: English
• ISBNs: 9781000073560; 9781000073508; 9781000073539; 9781003006695
• Related ISBNs: 9780367443207; 9780367439149
• Notes: 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.