Feature Selection Methods for Cost-Constrained Classification in Random Forests.
Rudolf JagdhuberMichel LangJörg RahnenführerPublished in: CoRR (2020)
Keyphrases
- random forests
- decision trees
- machine learning algorithms
- tree ensembles
- random forest
- regression forests
- accurate classifiers
- ensemble methods
- logistic regression
- classification accuracy
- classification and regression trees
- randomized trees
- regression problems
- regression trees
- machine learning
- feature set
- classification algorithm
- benchmark datasets
- support vector machine svm
- text classification
- pattern recognition
- support vector
- image classification
- function approximation
- markov random field
- feature space
- classification trees
- head pose estimation
- training data
- similarity measure
- face recognition
- feature selection