Sequential feature selection and inference using multi-variate random forests.
Joshua MayerRaziur RahmanSouparno GhoshRanadip PalPublished in: Bioinform. (2018)
Keyphrases
- random forests
- multi variate
- feature selection
- random forest
- decision trees
- ensemble methods
- logistic regression
- feature set
- machine learning algorithms
- text categorization
- tree ensembles
- gaussian distribution
- feature subset
- decision tree ensembles
- high dimensional
- feature extraction
- support vector
- feature space
- randomized trees
- classification accuracy
- naive bayes
- neural network
- text classification
- bayesian networks
- dimensionality reduction
- unsupervised learning
- regression forests
- high dimensional spaces
- high dimensionality
- low dimensional
- nearest neighbor
- multi class
- machine learning