Experiments with Feature-Prior Hybrid Ensemble Method for Classification.
Junyang ZhaoZhili ZhangChongzhao HanLijiang SunPublished in: CIS (2014)
Keyphrases
- ensemble methods
- machine learning methods
- generalization ability
- decision trees
- feature vectors
- feature subset
- feature set
- benchmark datasets
- ensemble classifier
- multilabel classification
- feature selection
- classifier ensemble
- image classification
- ensemble learning
- random forests
- support vector
- classification accuracy
- machine learning
- pattern recognition
- prediction accuracy
- base learners
- support vector machine
- feature space
- text classification
- individual classifiers
- classification models
- random forest
- training set
- feature extraction
- subspace methods
- data sets
- uci data sets
- base classifiers
- cost sensitive
- image features
- active learning
- neural network