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Ensemble Methods in Data Mining

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Cover of 'Ensemble Methods in Data Mining'

Table of Contents

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    Book Overview
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    Chapter 1 Ensembles Discovered
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    Chapter 2 Predictive Learning and Decision Trees
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    Chapter 3 Model Complexity, Model Selection and Regularization
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    Chapter 4 Importance Sampling and the Classic Ensemble Methods
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    Chapter 5 Rule Ensembles and Interpretation Statistics
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    Chapter 6 Ensemble Complexity
Attention for Chapter 3: Model Complexity, Model Selection and Regularization
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