Empirical study of feature selection methods over classification algorithms.
N. BhalajiK. B. Sundhara KumarChithra SelvarajPublished in: Int. J. Intell. Syst. Technol. Appl. (2018)
Keyphrases
- empirical studies
- uci datasets
- empirical analysis
- classification algorithm
- classification accuracy
- pattern recognition
- data reduction
- orders of magnitude
- uci machine learning repository
- machine learning methods
- computational cost
- learning algorithm
- times faster
- decision rules
- machine learning algorithms
- feature extraction
- decision trees
- data mining techniques
- theoretical analysis
- feature space
- benchmark datasets
- preprocessing
- computational complexity
- data structure
- objective function
- bayesian networks
- nearest neighbour
- image processing
- data mining