Computer Systems That Learn: Classification and Prediction Methods from Statistics, Neural Nets, Machine Learning and Expert Systems

Weiss, Sholom M.

ISBN 10: 1558600655 / ISBN 13: 9781558600652

Published by Morgan Kaufmann, 1990

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Bibliographic Details

• Title: Computer Systems That Learn: Classification and Prediction Methods from Statistics, Neural Nets, Machine Learning and Expert Systems
• Publisher: Morgan Kaufmann
• Publication Date: 1990
• Language: English
• ISBN 10: 1558600655
• ISBN 13: 9781558600652
• Binding: Hardcover
• Condition: new

About this title

Synopsis

This book is a practical guide to classification learning systems and their applications. These computer programs learn from sample data and make predictions for new cases, sometimes exceeding the performance of humans.

Practical learning systems from statistical pattern recognition, neural networks, and machine learning are presented. The authors examine prominent methods from each area, using an engineering approach and taking the practitioner's viewpoint. Intuitive explanations with a minimum of mathematics make...

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