Principles of data mining / Max Bramer [electronic resource]

By: Bramer, M. A, 1948-
Material type: Computer fileComputer fileSeries: Undergraduate topics in computer science: Publisher: London, United Kingdom : Springer, 2016Edition: Third editionDescription: 1 online resource (xv, 526 pages) : illustrationsISBN: 9781447173076 (E-book)Subject(s): DATA MININGLOC classification: QA 76.9.D343 | B72P 2016Online resources: View Full-text
Contents:
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
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Item type Current location Collection Shelving location Call number Status Date due Barcode Item holds Course reserves
E-Book E-Book SPU Library, Bangkhen (Main campus)
Electronic Resources On Display QA 76.9.D343 B72P 2016 (Browse shelf) Available 9781447173076

เทคโนโลยีบิ๊กดาต้า (BIG DATA TECHNOLOGY) ภาคการศึกษาที่ 2

Total holds: 0

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

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