An Introduction to Statistical Learning (Q5858587)
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scientific article; zbMATH DE number 7332841
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | An Introduction to Statistical Learning |
scientific article; zbMATH DE number 7332841 |
Statements
An Introduction to Statistical Learning (English)
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13 April 2021
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linear regression
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classification
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logistic regression
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linear discriminant analysis
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resampling methods
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cross validation
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bootstrapping
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shrinkage methods
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dimension reduction methods
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polynomial regression
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regression splines
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decision trees
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random forests
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bagging
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boosting
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support vector machines
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unsupervised learning
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principal component analysis
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clustering
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