An Alternating Genetic Algorithm for Selecting SVM Model and Training Set.
Michal KawulokJakub NalepaWojciech DudzikPublished in: MCPR (2017)
Keyphrases
- genetic algorithm
- training set
- training data
- test set
- data sets
- training samples
- active learning
- fitness function
- neural network
- classification algorithm
- artificial neural networks
- training examples
- supervised learning
- nearest neighbor
- test data
- cross validation
- fuzzy logic
- genetic search
- population size
- feature space
- selection algorithm
- face images
- support vector machine
- real coded
- multi objective
- decision trees
- active appearance models
- immune genetic algorithm
- genetic operators
- job shop scheduling problem
- training set size
- multi population
- base classifiers
- svm classifier
- tabu search
- model selection
- genetic programming
- classification accuracy
- high dimensional
- learning algorithm
- machine learning