machine-learning
Cost-complexity pruning
taught
Growing an oversized tree, then pruning it back with a complexity penalty chosen by cross-validation.
Taught in
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Cost-complexity pruning
Modern Machine Learning
Requires
- regression-trees required
- k-fold-cross-validation required
Required by
- Trees vs. linear models required
Local knowledge map
Local knowledge map
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Solid arrows are required prerequisites; dashed are recommended or helpful. Lower rows are more foundational. Click any box to jump to that concept.