Randomization Can Reduce Both Bias and Variance: A Case Study in Random Forests.
Brian LiuRahul MazumderPublished in: CoRR (2024)
Keyphrases
- neural network
- random forests
- random forest
- decision trees
- ensemble methods
- logistic regression
- low variance
- machine learning algorithms
- variance reduction
- decision tree ensembles
- classification and regression trees
- artificial neural networks
- tree ensembles
- regression trees
- bias variance decomposition
- face recognition
- learning algorithm