Towards a Semantic Classifier Committee based on Rocchio.
Shereen AlbitarSébastien FournierBernard EspinassePublished in: STAIRS (2012)
Keyphrases
- text classifiers
- text classification
- feature weighting
- text categorization
- classifier systems
- training set
- semantic features
- natural language
- knn
- support vector machine
- learning algorithm
- learning classifier systems
- semantic annotation
- semantic information
- feature set
- support vector
- semantic labels
- semantic web
- feature space
- linear classifiers
- semantic similarity
- classification process
- classification scheme
- decision trees
- high level
- user feedback
- semantic knowledge
- training data
- classification method
- multiple classifiers
- domain specific
- classifier combination
- neural network
- syntactic dependencies
- tf idf
- information filtering
- low level features
- classification algorithm
- svm classifier
- logistic regression
- query expansion
- feature selection