Disentangled Attribution Curves for Interpreting Random Forests and Boosted Trees.
Summer DevlinChandan SinghW. James MurdochBin YuPublished in: CoRR (2019)
Keyphrases
- random forests
- tree ensembles
- decision trees
- relational probability trees
- decision tree ensembles
- regression trees
- randomized trees
- random forest
- classification and regression trees
- ensemble methods
- machine learning algorithms
- logistic regression
- classification trees
- data sets
- naive bayes
- learning algorithm
- neural network
- regression problems
- genetic programming
- knn
- regression forests
- support vector