A random forests quantile classifier for class imbalanced data.
Robert O'BrienHemant IshwaranPublished in: Pattern Recognit. (2019)
Keyphrases
- random forests
- decision trees
- class imbalanced data
- accurate classifiers
- random forest
- logistic regression
- feature selection
- ensemble methods
- decision forest
- machine learning algorithms
- tree ensembles
- training data
- feature set
- support vector
- ensemble learning
- randomized trees
- classification algorithm
- training set
- learning algorithm
- regression forests
- decision tree ensembles
- naive bayes
- classification trees
- k nearest neighbour
- support vector machine
- base classifiers
- machine learning
- prediction accuracy