Nonparametric feature selection by random forests and deep neural networks.
Xiaojun MaoLiuhua PengZhonglei WangPublished in: Comput. Stat. Data Anal. (2022)
Keyphrases
- random forests
- neural network
- feature selection
- classification and regression trees
- random forest
- decision trees
- logistic regression
- machine learning algorithms
- ensemble methods
- feature set
- artificial neural networks
- machine learning
- decision tree ensembles
- tree ensembles
- text classification
- text categorization
- pattern recognition
- multi class
- feature space
- information gain
- randomized trees
- feature subset
- naive bayes
- support vector
- regression trees
- regression forests
- feature extraction
- dimensionality reduction
- genetic algorithm
- head pose estimation
- unsupervised learning