Elements of Machine Learning

Elements of Machine Learning

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Machine learning is the computational study of algorithms that improve performance based on experience, and this book covers the basic issues of artificial intelligence. Individual sections introduce the basic concepts and problems in machine learning, describe algorithms, discuss adaptions of the learning methods to more complex problem-solving tasks and much more.One variant, which we will call IEX (incremental induction using exceptions), stores no training cases. When the current decision list misclassifies an instance, this method checks the class associated with the term occurring just before the oneanbsp;...

Title:Elements of Machine Learning
Author: Pat Langley
Publisher:Morgan Kaufmann - 1996

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