Principles of data mining / Max Bramer [electronic resource]
Material type:
Computer fileSeries: Undergraduate topics in computer sciencePublication details: London, United Kingdom : Springer, 2016Edition: Third editionDescription: 1 online resource (xv, 526 pages) : illustrationsISBN: - 9781447173076 (E-book)
- QA 76.9.D343 B72P 2016
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SPU Library, Bangkok (Main Campus) | Electronic Resources | On Display | QA 76.9.D343 B72P 2016 (Browse shelf(Opens below)) | Available | 9781447173076 |
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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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