A novel reconstructed training-set SVM with roulette cooperative coevolution for financial time series classification.
Chao LuoZhipeng JiangYuanjie ZhengPublished in: Expert Syst. Appl. (2019)
Keyphrases
- training set
- cooperative coevolution
- evolutionary computation
- nearest neighbor
- instance selection
- svm classifier
- multiobjective optimization
- support vector machine
- training data
- classification algorithm
- support vector machine svm
- classification accuracy
- evolutionary algorithm
- feature space
- data sets
- instance based learning
- supervised learning
- training samples
- active learning
- genetic programming
- support vector
- decision trees
- training examples
- computational intelligence
- min max
- knn
- naive bayes
- unlabeled data
- fitness function
- multi objective
- swarm intelligence
- artificial neural networks
- sampling methods
- genetic algorithm
- class labels
- feature vectors
- feature selection
- learning algorithm