By Miroslav Kubat

ISBN-10: 3319200097

ISBN-13: 9783319200095

This booklet offers easy principles of desktop studying in a manner that's effortless to appreciate, through supplying hands-on functional recommendation, utilizing easy examples, and motivating scholars with discussions of attention-grabbing functions. the most themes contain Bayesian classifiers, nearest-neighbor classifiers, linear and polynomial classifiers, determination bushes, neural networks, and help vector machines. Later chapters express the best way to mix those uncomplicated instruments when it comes to “boosting,” how you can take advantage of them in additional complex domain names, and the way to accommodate various complex functional matters. One bankruptcy is devoted to the preferred genetic algorithms.

Show description

Read or Download An Introduction to Machine Learning PDF

Best pattern recognition programming books

Read e-book online Digitale Bildauflösung: Grundlagen, Auflösungsbestimmung, PDF

Die Arbeit mit digitalen Bilddaten, allen voran fotorealistische Darstellungen, erfordert Überlegungen zu Qualität und Größe. Wer grafische Informationen dieser artwork vervielfältigen möchte, hat daher immer eine Entscheidung über die Auflösung zu treffen. used to be gehört dazu, und wie hoch muß bzw. wie niedrig darf sie sein?

New PDF release: Motion Estimation Techniques for Digital Video Coding

The publication offers with the improvement of a strategy to estimate the movement box among frames for video coding purposes. This booklet proposes an exhaustive learn of the movement estimation procedure within the framework of a basic video coder. The conceptual reasons are mentioned in an easy language and with using compatible figures.

New PDF release: The Visual Language of Technique: Volume 1 - History and

The book is electrified by means of the 1st seminar in a cycle hooked up to the celebrations of the a hundred and fiftieth anniversary of the Politecnico di Milano. "Dealing with the picture Ivory Towers and digital Bridges" used to be the motto of this assembly, aiming to stimulate a dialogue between engineers, designers and designers, all of whom are ordinarily fascinated about using the picture as a really expert language helping their paintings, their learn actions and their academic initiatives.

Digital Fingerprinting - download pdf or read online

This can be the 1st publication on electronic fingerprinting that comprehensively covers the key components of research in a number info protection components together with authentication schemes, intrusion detection, forensic research and extra.  Available innovations for coverage are restricted and authentication schemes are most likely at risk of the robbery of electronic tokens or secrets and techniques.

Extra resources for An Introduction to Machine Learning

Sample text

Download PDF sample

An Introduction to Machine Learning by Miroslav Kubat


by Richard
4.0

Download e-book for kindle: An Introduction to Machine Learning by Miroslav Kubat
Rated 4.79 of 5 – based on 21 votes