Partially Supervised Text Classification: Combining Labeled and Unlabeled Documents Using an EM-like Scheme.
Carsten LanquillonPublished in: ECML (2000)
Keyphrases
- unlabeled documents
- text classification
- partially supervised
- labeled documents
- text classifiers
- document classification
- text categorization
- semi supervised learning
- naive bayes
- text mining
- unsupervised learning
- bag of words
- labeled data
- feature selection
- machine learning
- training documents
- n gram
- knn
- expectation maximization
- unlabeled data
- k nearest neighbor
- text documents
- naive bayes classifier
- text data
- classification accuracy
- training corpus
- supervised learning algorithms
- probabilistic model
- multi label
- learning algorithm