Leveraging Explainability with K-Fold Feature Selection.
Artur J. FerreiraMário A. T. FigueiredoPublished in: ICPRAM (2023)
Keyphrases
- feature selection
- mutual information
- feature selection algorithms
- text categorization
- feature set
- feature space
- machine learning
- small sample
- information gain
- unsupervised learning
- conditional mutual information
- forward selection
- irrelevant features
- discriminative features
- high dimensionality
- model selection
- real time
- data sets
- classification accuracy
- feature extraction
- text classification
- support vector
- method for feature selection
- unsupervised feature selection
- genetic algorithm
- feature ranking
- feature weighting
- naive bayes
- artificial neural networks
- bayes classifier
- gene expression data
- informative features
- support vector machine
- dimensionality reduction
- database