By Lutz H. Hamel
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
Maximum margin classifiers
Support vector machines
Elements of statistical studying theory
Regression with help vector machines
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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Extra resources for Knowledge Discovery with Support Vector Machines (Wiley Series on Methods and Applications in Data Mining)
Knowledge Discovery with Support Vector Machines (Wiley Series on Methods and Applications in Data Mining) by Lutz H. Hamel