machine-learning
Bagging and out-of-bag error
taught
Averaging many bootstrap-trained trees to reduce variance, with a free validation estimate as a side effect.
Taught in
-
Bagging and out-of-bag error
Modern Machine Learning
Requires
- the-bootstrap-for-ml required
- regression-trees required
Required by
- Random forests 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.