An Evaluation of Ensemble Methods in Handwritten Word Recognition Based on Feature Selection.
Simon GünterHorst BunkePublished in: ICPR (1) (2004)
Keyphrases
- ensemble methods
- handwritten word recognition
- feature selection
- ensemble learning
- ensemble feature selection
- ensemble classification
- machine learning methods
- feature subset
- decision trees
- benchmark datasets
- prediction accuracy
- random forests
- imbalanced data
- ensemble classifier
- random forest
- hidden markov models
- base classifiers
- classification accuracy
- word recognition
- text classification
- feature space
- text categorization
- support vector
- bootstrap sampling
- high dimensional
- meta learning
- data sets
- feature extraction
- support vector machine