Genetic Algorithm Guided Selection: Variable Selection and Subset Selection.
Sung Jin ChoMark A. HermsmeierPublished in: J. Chem. Inf. Comput. Sci. (2002)
Keyphrases
- subset selection
- variable selection
- genetic algorithm
- feature selection
- input variables
- cross validation
- high dimensional
- model selection
- dimension reduction
- selection criterion
- stochastic search
- hill climbing
- linear models
- variable weighting
- artificial neural networks
- ls svm
- fitness function
- machine learning
- tabu search
- group lasso
- ensemble selection
- number of input variables
- high dimensional data
- simulated annealing
- evolutionary algorithm
- training set
- decision trees
- data sets
- semi supervised
- fuzzy logic
- computer vision
- data mining