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Library,Documentation and Information Science Division

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Machine learning/ Tom M Mitchel

By: Material type: TextTextSeries: Computer SciencePublication details: New York: McGraw Hill, 1997Edition: International editionDescription: xvii, 414 pages, 23 cmISBN:
  • 0071154671
Subject(s): DDC classification:
  • 23 006.31 M679
Contents:
Preface -- Introduction -- Concept learning and the general to specific ordering -- Decision tree learning -- Artificial neural networks -- Evaluating hypotheses -- Bayesian learning -- Computational learning theory -- Instance based learning -- Genetic algorithms -- Learning sets of rules -- Analytical learning -- Combining inductive and analytical learning -- Reinforcement learning
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Holdings
Item type Current library Call number Status Notes Date due Barcode Item holds
Books ISI Library, Kolkata 006.31 M679 (Browse shelf(Opens below)) Available Gifted by Prof Sankar Kumar Pal (CSCR) C26958
Total holds: 0

Includes bibliography and index

Preface -- Introduction -- Concept learning and the general to specific ordering -- Decision tree learning -- Artificial neural networks -- Evaluating hypotheses -- Bayesian learning -- Computational learning theory -- Instance based learning -- Genetic algorithms -- Learning sets of rules -- Analytical learning -- Combining inductive and analytical learning -- Reinforcement learning

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