AI Glossary
The complete dictionary of Artificial Intelligence
162
categories
2,032
subcategories
23,060
terms
terms
Min Samples Leaf
Hyperparameter defining the minimum number of samples required to be at a leaf node, influencing the granularity and robustness of predictions.
terms
Extreme Randomized Trees (ExtraTrees)
Random Forest variant adding more randomization by randomly choosing split thresholds, reducing bias at the cost of a slight increase in variance.
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Warm Start
Incremental training technique where the model reuses solutions from previous training to add new estimators to the forest without completely resetting.
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