Bagging and Boosting Negatively Correlated Neural Networks.
Md. Monirul IslamXin YaoS. M. Shahriar NirjonMuhammad Asiful IslamKazuyuki MurasePublished in: IEEE Trans. Syst. Man Cybern. Part B (2008)
Keyphrases
- negatively correlated
- neural network
- ensemble methods
- negative correlation learning
- ensemble learning
- positively correlated
- base classifiers
- ensemble classification
- randomized trees
- artificial neural networks
- gradient boosting
- weak learners
- error function
- base learners
- majority voting
- pattern recognition
- decision stumps
- weak classifiers
- machine learning
- decision tree ensembles
- decision trees
- random forests
- variance reduction
- random forest
- ensemble classifier
- generalization ability
- machine learning methods
- learning algorithm
- benchmark datasets
- prediction accuracy
- multi class
- fuzzy logic
- activation function
- meta learning
- back propagation
- tree induction
- loss function
- positive and negative
- training process
- multiple classifier systems
- ensemble members
- classifier ensemble
- recurrent neural networks
- learning machines
- hidden layer