Random Forests for Regression as a Weighted Sum of ${k}$ -Potential Nearest Neighbors.
Pablo Fernandez-GonzalezConcepcion BielzaPedro LarrañagaPublished in: IEEE Access (2019)
Keyphrases
- weighted sum
- random forests
- nearest neighbor
- regression problems
- regression trees
- regression forests
- random forest
- tree ensembles
- classification and regression trees
- decision trees
- machine learning algorithms
- ensemble methods
- logistic regression
- weighted sums
- objective function
- k nearest neighbor
- linear combination
- decision tree ensembles
- regression model
- conformal prediction
- knn
- simulated annealing
- high dimensional
- support vector
- machine learning
- ridge regression
- randomized trees
- neural network