Bagging and Random Forest
Take hundreds of an unstable model and average them. It looks simple, and it is still one of the most reliable methods on tabular data.
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Sources
- Breiman, L. 2001 · Random Forests · Machine Learning, 45(1), 5–32
- Breiman, L. 1996 · Bagging Predictors · Machine Learning, 24(2)
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