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Machine Learning an algorithmic perspective

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...

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Bibliographic Details
Main Author: Marsland, Stephen
Format: eBook
Language:English
Published: Boca Raton, FL CRC Press 2015
Edition:Second edition
Series:Chapman & Hall/CRC machine learning & pattern recognition series
Subjects:
Algorithms / Fast
Machine Learning / Http://id.loc.gov/authorities/subjects/sh85079324
Algorithms / Http://id.loc.gov/authorities/subjects/sh85003487
Algorithmes
Algorithms / Aat
Machine Learning / Fast
Apprentissage Automatique
Online Access:
Collection: O'Reilly - Collection details see MPG.ReNa
Description
Summary: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
Physical Description:xx, 430 pages illustrations
ISBN:1466583339
1466583363
9781466583368
9781466583337
9781466583283

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