Training Big Random Forests with Little Resources.
Fabian GiesekeChristian IgelPublished in: KDD (2018)
Keyphrases
- random forests
- random forest
- stochastic gradient descent
- decision trees
- randomized trees
- machine learning algorithms
- ensemble methods
- logistic regression
- tree ensembles
- decision tree ensembles
- training set
- supervised learning
- classification and regression trees
- prediction accuracy
- regression trees
- feature selection
- regression forests
- machine learning
- test set
- training process
- genetic algorithm
- neural network