An Hybrid Ensemble Method Based on Data Clustering and Weak Learners Reliabilities Estimated Through Neural Networks.
Marco VannucciValentina CollaSilvia CateniPublished in: IWANN (2) (2015)
Keyphrases
- data clustering
- ensemble methods
- weak learners
- ensemble learning
- neural network
- boosting algorithms
- prediction accuracy
- base classifiers
- random forests
- generalization ability
- benchmark datasets
- decision trees
- cluster analysis
- clustering algorithm
- machine learning methods
- unsupervised learning
- k means
- random forest
- pattern recognition
- cluster ensemble
- base learners
- ensemble classifier
- feature subset
- text classification
- probabilistic model
- concept drift
- feature vectors
- training process
- artificial neural networks
- data analysis