Bridging the Gap between Naive Bayes and Maximum Entropy Text Classification.
Alfons JuanDavid VilarHermann NeyPublished in: PRIS (2007)
Keyphrases
- maximum entropy
- text classification
- naive bayes
- text categorization
- maximum entropy principle
- naive bayes classifier
- feature selection
- logistic regression
- text classifiers
- text mining
- probability estimation
- cost sensitive
- labeled data
- conditional random fields
- machine learning
- knn
- classification algorithm
- document classification
- multi label
- test instances
- k nearest neighbor
- transfer learning
- decision trees
- co training
- class probabilities
- semantic features
- unsupervised learning
- base classifiers
- natural language
- information retrieval
- probability estimates
- classification accuracy
- data sets