Instance-Based Uncertainty Estimation for Gradient-Boosted Regression Trees.
Jonathan BrophyDaniel LowdPublished in: NeurIPS (2022)
Keyphrases
- regression trees
- random forests
- weighted sums
- regression model
- decision trees
- linear regression
- regression problems
- linear model
- random forest
- machine learning algorithms
- parameter estimation
- linear models
- conditional random fields
- knn
- decision rules
- logistic regression
- learning rules
- predictive model
- data points
- probabilistic model
- evolutionary algorithm