Simplifying Random Forests: On the Trade-off between Interpretability and Accuracy.
Michael RappEneldo Loza MencíaJohannes FürnkranzPublished in: CoRR (2019)
Keyphrases
- random forests
- trade off
- prediction accuracy
- ensemble methods
- random forest
- decision trees
- logistic regression
- bias variance
- machine learning algorithms
- regression trees
- classification accuracy
- tree ensembles
- decision tree ensembles
- semi supervised learning
- data sets
- machine learning methods
- genetic programming
- high dimensional
- classification and regression trees