Binary Stochastic Filtering: feature selection and beyond.
Andrii TrelinAles ProcházkaPublished in: CoRR (2020)
Keyphrases
- feature selection
- feature selection algorithms
- filtering algorithm
- classification accuracy
- filtering method
- microarray data
- high dimensionality
- feature space
- information filtering
- model selection
- text categorization
- method for feature selection
- selected features
- information gain
- mutual information
- machine learning
- unsupervised feature selection
- informative features
- stochastic programming
- irrelevant features
- stochastic optimization
- hamming distance
- discriminative features
- feature weighting
- non binary
- binary classifiers
- face recognition
- monte carlo
- feature extraction
- support vector
- knn
- multi class
- multi task
- classification models
- text classification
- naive bayes