A Cross Training Corrective Approach for Web Pages Classification.
Abdelbadie BelmouhcineMohammed BenkhalifaPublished in: Int. J. Comput. Sci. Appl. (2015)
Keyphrases
- web pages
- classification accuracy
- web page classification
- training set
- supervised learning
- training phase
- pattern recognition
- training samples
- decision trees
- website
- training process
- support vector machine svm
- classification algorithm
- classification systems
- pattern classification
- automatic classification
- classification performances
- web search
- feature space
- support vector
- feature extraction
- feature selection
- classification models
- discriminative training
- avoid overfitting
- web browser
- geographical locations
- classification rules
- classification method
- decision rules
- web search engines
- benchmark datasets
- machine learning algorithms
- web documents
- training examples
- model selection
- text classification
- feature set
- preprocessing