Phranakorn Rajabhat University Library

Principles of data mining / [electronic resource]

Bramer, M. A. 1948-

Principles of data mining / [electronic resource] Max Bramer - Third edition - London, United Kingdom : Springer, 2016 - 1 online resource (xv, 526 pages) : illustrations. - Undergraduate topics in computer science, 1863-7310 . - Undergraduate topics in computer science. .

Includes bibliographical references and index

Introduction to Data Mining -- Data for Data Mining -- Introduction to Classification: Na ̈ıve Bayes and Nearest Neighbour -- Using Decision Trees for Classification -- Decision Tree Induction: Using Entropy for Attribute Selection -- Decision Tree Induction : Using Frequency Tables for Attribute Selection -- Estimating the Predictive Accuracy of a Classifier -- Continuous Attributes -- Avoiding Overfitting of Decision Trees -- More About Entropy



9781447173076 (E-book)


DATA MINING

QA 76.9.D343 / B72P 2016

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