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Vocab
1092 entries
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Adele Cutler

(2 articles)
Out-of-Bag Evaluation
1996

Out-of-Bag Evaluation

A technique for assessing the performance and accuracy of ensemble models, particularly in random forests, using validation data derived from bootstrap sampling without additional data partitioning.

Generality: 500

Random Forest
2001

Random Forest

Robust ML algorithm that combines multiple decision trees to improve prediction accuracy and prevent overfitting.

Generality: 810