Towards enhancing centroid classifier for text classification - A border-instance approach.
Deqing WangJunjie WuHui ZhangKe XuMengxiang LinPublished in: Neurocomputing (2013)
Keyphrases
- text classification
- text classifiers
- classification method
- feature selection
- labeled training data
- naive bayes classifier
- hierarchical classification
- training documents
- text categorization
- labeled documents
- labeled data
- classify documents
- co training
- feature reduction
- bag of words
- document classification
- n gram
- sentiment analysis
- support vector machine
- naive bayes
- text documents
- text data
- training data
- labeled and unlabeled data
- class labels
- feature space
- classification algorithm
- multi label
- knn
- semantic features
- text mining
- machine learning
- decision trees
- support vector
- multi label classification
- k nearest neighbor
- training examples
- training instances
- unlabeled data
- accurate classifiers
- learning algorithm
- classification process
- rough sets
- feature set
- k means
- training set
- clustering algorithm