CLUB-DRF: A Clustering Approach to Extreme Pruning of Random Forests.
Khaled FawagrehMohamed Medhat GaberEyad ElyanPublished in: SGAI Conf. (2015)
Keyphrases
- random forests
- random forest
- decision trees
- ensemble methods
- logistic regression
- clustering algorithm
- machine learning algorithms
- tree ensembles
- decision tree ensembles
- regression trees
- unsupervised learning
- randomized trees
- regression forests
- evolving data streams
- image classification
- feature set
- pose estimation
- semi supervised
- data points
- classification accuracy
- neural network
- discriminative random fields