SVM integrated case based restarting GA for further improving solar flare prediction.
Yukiko YamamotoDaichi ItohSetsuo TsurutaTakayuki MuranushiYuko Hada MuranushiSyoji KobashiYoshiyuki MizunoRainer KnaufPublished in: SMC (2016)
Keyphrases
- support vector
- genetic algorithm ga
- support vector machine svm
- genetic algorithm
- prediction accuracy
- case based reasoning
- least squares support vector machine
- support vector machine
- feature vectors
- hybrid genetic algorithm
- predictive model
- multi class classification
- ls svm
- evolutionary algorithm
- feature selection
- text classification
- multi class
- svm classifier
- prediction algorithm
- prediction model
- parameter optimization
- training data
- optimal parameters
- multi class svm
- model based reasoning
- neural network
- radial basis function neural network
- prediction error
- kernel methods
- metaheuristic
- particle swarm optimization
- artificial neural networks
- optimal solution