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Data Preprocessing in Data Mining

Overview of attention for book
Cover of 'Data Preprocessing in Data Mining'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Data Sets and Proper Statistical Analysis of Data Mining Techniques
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    Chapter 3 Data Preparation Basic Models
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    Chapter 4 Dealing with Missing Values
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    Chapter 5 Dealing with Noisy Data
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    Chapter 6 Data Reduction
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    Chapter 7 Feature Selection
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    Chapter 8 Instance Selection
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    Chapter 9 Discretization
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    Chapter 10 A Data Mining Software Package Including Data Preparation and Reduction: KEEL
Attention for Chapter 8: Instance Selection
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