Ensemble of Classifiers for Noise Detection in PoS Tagged Corpora.
Harald BerthelsenBeáta MegyesiPublished in: TSD (2000)
Keyphrases
- noise detection
- random forest
- ensemble learning
- decision trees
- feature set
- training set
- noise reduction
- training data
- data preprocessing
- feature selection
- median filter
- ensemble methods
- feature ranking
- noise free
- switching median filter
- base classifiers
- data cleaning
- impulsive noise
- naive bayes
- natural language processing
- impulse noise
- support vector
- reduction method
- training examples
- classification models
- training samples
- machine learning methods
- machine learning
- classification algorithm
- class labels
- learning algorithm
- text categorization
- edge detection
- classification accuracy