Machine learning : an algorithmic perspective /: an algorithmic perspective. (2014)
- Record Type:
- Book
- Title:
- Machine learning : an algorithmic perspective /: an algorithmic perspective. (2014)
- Main Title:
- Machine learning : an algorithmic perspective
- Further Information:
- Note: Stephen Marsland.
- Authors:
- Marsland, Stephen
- Contents:
- Introduction. Linear Discriminants. The Multi-Layer Perceptron. Radial Basis Functions and Splines. Support Vector Machines. Learning with Trees. Decision by Committee: Ensemble Learning. Probability and Learning. Unsupervised Learning. Dimensionality Reduction. Optimization and Search. Evolutionary Learning. Reinforcement Learning. Markov Chain Monte Carlo (MCMC) Methods. Graphical Models. Python.
- Edition:
- Second edition
- Publisher Details:
- Boca Raton : Chapman & Hall/CRC
- Publication Date:
- 2014
- Extent:
- 1 online resource, illustrations (black and white)
- Subjects:
- 006.31
Machine learning
Algorithms - Languages:
- English
- ISBNs:
- 9781466583337
9781466583368 - Related ISBNs:
- 9781466583283
- Notes:
- Note: Description based on CIP data; item 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.144339
- Ingest File:
- 02_138.xml