A combination of discretization and filter methods for improving classification performance in KDD Cup 99 dataset.
Verónica Bolón-CanedoNoelia Sánchez-MaroñoAmparo Alonso-BetanzosPublished in: IJCNN (2009)
Keyphrases
- benchmark datasets
- preprocessing
- machine learning methods
- classification systems
- classification models
- classification method
- significant improvement
- classification decisions
- robust classification
- benchmark data sets
- image classification
- pattern recognition
- decision trees
- filtering method
- multi class
- feature extraction
- preprocessing step
- synthetic datasets
- machine learning
- data preprocessing
- neural network
- data sets