Behavior analysis with machine learning using R. (2021)
- Record Type:
- Book
- Title:
- Behavior analysis with machine learning using R. (2021)
- Main Title:
- Behavior analysis with machine learning using R
- Further Information:
- Note: Enrique Garcia Ceja.
- Authors:
- Ceja, Enrique Garcia
- Contents:
- 1. Introduction to Behavior and Machine Learning; 2. Predicting Behavior with Classification Models; 3. Predicting Behavior with Ensemble Learning; 4. Exploring and Visualizing Behavioral Data; 5. Preprocessing Behavioral Data; 6. Discovering Behaviors with Unsupervised Learning; 7. Encoding Behavioral Data; 8. Predicting Behavior with Deep Learning; 9. Multi-User Validation; 10. Detecting Abnormal Behaviors; Appendix A. Setup Your Environment; Appendix B. Datasets
- Edition:
- 1st
- Publisher Details:
- Boca Raton : Chapman & Hall/CRC
- Publication Date:
- 2021
- Extent:
- 1 online resource, illustrations (black and white, and colour)
- Subjects:
- 006.3102855133
Machine learning
R (Computer program language) - Languages:
- English
- ISBNs:
- 9781000484250
9781000484236
9781003203469 - Related ISBNs:
- 9781032067049
- Notes:
- 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.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.651316
- Ingest File:
- 07_016.xml