Support Vector Machines Training Data Selection Using a Genetic Algorithm.
Michal KawulokJakub NalepaPublished in: SSPR/SPR (2012)
Keyphrases
- training data
- support vector
- genetic algorithm
- learning machines
- classification accuracy
- large margin classifiers
- support vectors
- training examples
- support vector machine
- data sets
- decision trees
- fitness function
- learning algorithm
- training set
- cross validation
- crossover and mutation
- multi class
- logistic regression
- prior knowledge
- generalization error
- generalization ability
- svm classifier
- fuzzy logic
- training samples
- labeled data
- supervised learning
- maximum margin
- support vector regression
- binary classification
- selection strategy
- machine learning
- support vector machine svm
- artificial neural networks
- multi class classification
- multi objective
- job shop scheduling problem
- scheduling problem
- training dataset
- training process
- semi supervised
- classification models
- hyperplane
- genetic algorithm ga
- model selection