Optimization of morphological data in numerical taxonomy analysis using genetic algorithms feature selection method.
Yasin BakisOsman Ugur SezermanM. Tekin BabaçCem MeydanPublished in: GECCO (Companion) (2009)
Keyphrases
- synthetic data
- data sets
- feature selection
- data analysis
- prior knowledge
- statistical methods
- correlation analysis
- optimization method
- input data
- noisy data
- knowledge discovery
- database
- edge detection
- mutual information
- statistical analysis
- optimization process
- method for feature selection
- missing values
- test data
- optimization algorithm
- training samples
- similarity measure
- data sources
- informative features
- contingency tables
- missing data
- classification accuracy
- pairwise
- parameter optimization
- multiscale
- discriminative features
- numerical data
- numerical methods
- objective function
- feature subset
- model selection
- image analysis
- evolutionary algorithm
- multi class
- gray scale
- clustering method
- optimization problems