Instance-Based Uncertainty Estimation for Gradient-Boosted Regression Trees.
Jonathan BrophyDaniel LowdPublished in: CoRR (2022)
Keyphrases
- regression trees
- random forests
- weighted sums
- regression model
- decision trees
- linear model
- regression problems
- linear regression
- linear models
- machine learning algorithms
- conditional random fields
- learning rules
- predictive model
- machine learning
- ensemble methods
- random forest
- artificial neural networks
- high dimensional
- parameter estimation
- logistic regression
- least squares
- knn
- dynamic bayesian networks
- genetic algorithm