Ensemble methods with simple features for document zone classification.
Tayo Obafemi-AjayiGady AgamBingqing XiePublished in: DRR (2012)
Keyphrases
- ensemble methods
- benchmark datasets
- classification accuracy
- machine learning methods
- feature extraction
- feature subset
- feature set
- feature vectors
- decision trees
- feature space
- majority voting
- ensemble classifier
- classification models
- random forests
- feature selection
- svm classifier
- individual classifiers
- base learners
- prediction accuracy
- ensemble classification
- base classifiers
- random forest
- ensemble learning
- machine learning
- class labels
- support vector machine
- feature selection algorithms
- support vector
- classifier ensemble
- imbalanced data
- ensemble feature selection
- machine learning algorithms
- support vector machine svm
- text classification
- image classification
- training set
- pattern recognition
- training data
- face recognition
- data mining