| Document Type
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BL
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| Record Number
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649927
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| Doc. No
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dltt
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| Main Entry
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Kubat, Miroslav,1958-
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| Title & Author
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An introduction to machine learning /\ Miroslav Kubat
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| Page. NO
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1 online resource (xiii, 291 pages) :: illustrations (some color)
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| ISBN
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9783319200101
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: 3319200100
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9783319200095
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| Bibliographies/Indexes
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Includes bibliographical references and index
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| Contents
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A Simple Machine-Learning Task -- Probabilities: Bayesian Classifiers -- Similarities: Nearest-Neighbor Classifiers -- Inter-Class Boundaries: Linear and Polynomial Classifiers -- Artificial Neural Networks -- Decision Trees -- Computational Learning Theory -- A Few Instructive Applications -- Induction of Voting Assemblies -- Some Practical Aspects to Know About -- Performance Evaluation.-Statistical Significance -- The Genetic Algorithm -- Reinforcement learning
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| Subject
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Machine learning.
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| Subject
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Artificial Intelligence (incl. Robotics)
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| Subject
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Information Storage and Retrieval.
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| Subject
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Pattern Recognition.
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| Dewey Classification
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006.3
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| LC Classification
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Q325.5.K83 2015eb
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| Added Entry
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Ohio Library and Information Network.
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