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Principles of data mining
Overview of attention for book
Principles of data mining
Springer
Table of Contents
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Book Overview
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Chapter 1
Data for Data Mining
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Chapter 2
Introduction to Classification: Na¨ive Bayes and Nearest Neighbour
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Chapter 3
Using Decision Trees for Classification
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Chapter 4
Decision Tree Induction: Using Entropy for Attribute Selection
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Chapter 5
Decision Tree Induction: Using Frequency Tables for Attribute Selection
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Chapter 6
Estimating the Predictive Accuracy of a Classifier
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Chapter 7
Continuous Attributes
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Chapter 8
Avoiding Overfitting of Decision Trees
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Chapter 9
More About Entropy
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Chapter 10
Inducing Modular Rules for Classification
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Chapter 11
Measuring the Performance of a Classifier
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Chapter 12
Association Rule Mining I
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Chapter 13
Association Rule Mining II
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Chapter 14
Clustering
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Chapter 15
Text Mining
Overall attention for this book and its chapters
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Mentioned by
syllabi
2
institutions with syllabi
facebook
1
Facebook page
wikipedia
7
Wikipedia pages
Citations
dimensions_citation
75
Dimensions
Readers on
mendeley
400
Mendeley
Book overview
1. Data for Data Mining
2. Introduction to Classification: Na¨ive Bayes and Nearest Neighbour
3. Using Decision Trees for Classification
4. Decision Tree Induction: Using Entropy for Attribute Selection
5. Decision Tree Induction: Using Frequency Tables for Attribute Selection
6. Estimating the Predictive Accuracy of a Classifier
7. Continuous Attributes
8. Avoiding Overfitting of Decision Trees
9. More About Entropy
10. Inducing Modular Rules for Classification
11. Measuring the Performance of a Classifier
12. Association Rule Mining I
13. Association Rule Mining II
14. Clustering
15. Text Mining
Summary
Syllabi
Facebook
Wikipedia
Dimensions citations
This data is correct as of December 2015 - for more up to date information, please visit
https://opensyllabus.org/
So far, Altmetric has seen this research output assigned in
4
syllabi from
2
institutions on Open Syllabus Project.
Institution
Syllabi count
Course subject areas covered
University of the Free State
1
Unknown
Unknown
3
Unknown