Improvement of Sun Flare Prediction by SVM Integrated GA.
Yukiko YamamotoSetsuo TsurutaTakayuki MuranushiYuko Hada MuranushiSyoji KobashiYoshiyuki MizunoRainer KnaufPublished in: SITIS (2015)
Keyphrases
- genetic algorithm ga
- prediction accuracy
- support vector machine svm
- genetic algorithm
- support vector
- support vector machine
- knn
- prediction model
- training data
- prediction algorithm
- feature vectors
- svm classifier
- multi objective
- ls svm
- prediction error
- multi class
- least squares support vector machine
- feature selection
- hybrid genetic algorithm
- evolutionary algorithm
- feature space
- parallel genetic algorithm
- predictive model
- hybrid ga
- kernel function
- hybrid model
- generalization ability
- hybrid algorithm
- simulated annealing
- significant improvement
- artificial neural networks
- learning algorithm