Classification and Regression Trees
High-Dimensional Data Analysis and Machine Learning
Introduction
Principal Components Analysis
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Worksheet
Slides
Case Study in
python
: World Bank Development Indicators
Case Study in
R
: Old French administrative regions
Linear Discriminant Analysis
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Classification and Regression Trees
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Bootstrap
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Worksheet
Bagging
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Worksheet
Random forests
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Worksheet
Projects
Classification and Regression Trees
Author
Affiliation
Camille Mondon
Toulouse School of Economics
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From a course by
Anne Ruiz-Gazen
14 min
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