Reduction of the Size of Datasets by Using Evolutionary Feature Selection: The Case of Noise in a Modern City.
Javier LuqueJamal ToutouhEnrique AlbaPublished in: CAEPIA (2018)
Keyphrases
- feature selection
- feature selection algorithms
- machine learning
- signal to noise ratio
- text categorization
- evolutionary computation
- binary classification problems
- benchmark datasets
- missing data
- reduction method
- case base
- multi class
- noise level
- image noise
- noise reduction
- genetic algorithm
- class noise
- edge detection
- evolutionary optimization
- microarray datasets
- noise model
- microarray data
- database
- case based reasoning
- model selection
- text classification
- mutual information