Towards Convergence Rate Analysis of Random Forests for Classification.
Wei GaoZhi-Hua ZhouPublished in: NeurIPS (2020)
Keyphrases
- convergence rate
- random forests
- decision trees
- random forest
- image classification
- machine learning algorithms
- tree ensembles
- regression forests
- classification accuracy
- machine learning
- support vector machine svm
- learning rate
- support vector machine
- randomized trees
- data sets
- text categorization
- benchmark datasets
- ensemble methods
- convergence speed
- step size
- support vector
- k nearest neighbour