OCtS: an alternative of the t-Score method sensitive to outliers and correlation in feature selection.
Mert DemirarslanAsli SunerPublished in: Commun. Stat. Simul. Comput. (2024)
Keyphrases
- feature selection
- experimental evaluation
- classification accuracy
- high precision
- mutual information
- high accuracy
- neural network
- preprocessing
- multi class
- machine learning
- noisy data
- correlation coefficient
- support vector machine
- genetic algorithm
- feature subset
- scoring function
- discriminative features
- scoring functions
- cross validation
- detection method
- clustering method
- model selection
- feature set
- dimensionality reduction
- cost function
- similarity measure
- decision trees