Ensemble Methods for Phoneme Classification.
Steve R. WaterhouseGary D. CookPublished in: NIPS (1996)
Keyphrases
- ensemble methods
- machine learning methods
- decision trees
- benchmark datasets
- majority voting
- generalization ability
- classifier ensemble
- ensemble classification
- prediction accuracy
- ensemble learning
- classification algorithm
- ensemble classifier
- machine learning
- random forests
- base learners
- support vector machine svm
- text classification
- image classification
- individual classifiers
- feature space
- imbalanced data
- drifting concepts
- pattern recognition
- support vector
- random forest
- decision tree learning
- bootstrap sampling
- base classifiers
- cross validation
- training samples
- support vector machine
- classification accuracy
- artificial neural networks
- classification models
- feature subset
- class labels
- machine learning algorithms
- model selection
- feature set
- feature vectors
- neural network