Random Forests for Regression as a Weighted Sum of ${k}$ -Potential Nearest Neighbors.

Pablo Fernandez-Gonzalez Concepcion Bielza Pedro Larrañaga

Published 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