A Novel Simulated Annealing Based Training Algorithm for Data Stream Processing Ensemble Classifier.
Konrad JackowskiPublished in: CORES (2017)
Keyphrases
- training algorithm
- ensemble classifier
- simulated annealing
- support vector machine
- neural network
- back propagation
- ensemble learning
- concept drift
- genetic algorithm
- stream processing
- feature selection
- training process
- evolutionary algorithm
- ensemble methods
- genetic algorithm ga
- data streams
- rbf neural network
- classification models
- learning algorithm
- support vector
- fusion method
- base classifiers
- optimization method
- generalization ability
- weak classifiers
- learning rate
- hidden layer
- database systems
- training data
- fuzzy logic
- data sets
- control system
- decision trees
- feature vectors
- machine learning
- bayesian networks
- support vector machine svm
- feature space
- learning process
- clustering algorithm
- knn
- convergence rate