Filter Methods for Feature Selection - A Comparative Study.
Noelia Sánchez-MaroñoAmparo Alonso-BetanzosMaría Tombilla-SanrománPublished in: IDEAL (2007)
Keyphrases
- feature selection
- machine learning methods
- feature selection algorithms
- data mining
- preprocessing
- empirical studies
- benchmark datasets
- cross validation
- missing values
- significant improvement
- computational cost
- text classification
- model selection
- machine learning algorithms
- filtering method
- select relevant features