Empirical study of feature selection methods based on individual feature evaluation for classification problems.
Antonio Arauzo-AzofraJosé Luis AznarteJosé Manuel BenítezPublished in: Expert Syst. Appl. (2011)
Keyphrases
- empirical studies
- empirical analysis
- real world data sets
- comparative evaluation
- data sets
- feature vectors
- active learning
- individual features
- real time
- uci datasets
- feature values
- evaluation methods
- evaluation measures
- theoretical analysis
- image features
- expert systems
- training data
- decision trees
- image processing
- knowledge base
- neural network