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Data Mining with Rattle and R

Overview of attention for book
Cover of 'Data Mining with Rattle and R'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Getting Started
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    Chapter 3 Working with Data
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    Chapter 4 Loading Data
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    Chapter 5 Exploring Data
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    Chapter 6 Interactive Graphics
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    Chapter 7 Transforming Data
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    Chapter 8 Descriptive and Predictive Analytics
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    Chapter 9 Cluster Analysis
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    Chapter 10 Association Analysis
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    Chapter 11 Decision Trees
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    Chapter 12 Random Forests
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    Chapter 13 Boosting
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    Chapter 14 Support Vector Machines
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    Chapter 15 Model Performance Evaluation
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    Chapter 16 Deployment
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    Chapter 17 Installing Rattle
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    Chapter 18 Sample Datasets
Attention for Chapter 5: Exploring Data
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