Data Mining

Get Knowledge Discovery with Support Vector Machines (Wiley PDF

By Lutz H. Hamel

ISBN-10: 0470371927

ISBN-13: 9780470371923

An easy-to-follow advent to aid vector machines

This e-book offers an in-depth, easy-to-follow advent to aid vector machines drawing in basic terms from minimum, rigorously encouraged technical and mathematical heritage fabric. It starts with a cohesive dialogue of computer studying and is going directly to cover:

  • Knowledge discovery environments

  • Describing information mathematically

  • Linear choice surfaces and functions

  • Perceptron learning

  • Maximum margin classifiers

  • Support vector machines

  • Elements of statistical studying theory

  • Multi-class classification

  • Regression with help vector machines

  • Novelty detection

Complemented with hands-on workouts, set of rules descriptions, and information units, Knowledge Discovery with help Vector Machines is a useful textbook for complex undergraduate and graduate classes. it's also a superb educational on aid vector machines for pros who're pursuing learn in desktop studying and comparable areas.

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Read or Download Knowledge Discovery with Support Vector Machines (Wiley Series on Methods and Applications in Data Mining) PDF

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Knowledge Discovery with Support Vector Machines (Wiley Series on Methods and Applications in Data Mining) by Lutz H. Hamel

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