On the Naive Bayes Model for Text Categorization.
Susana EyheramendyDavid D. LewisDavid MadiganPublished in: AISTATS (2003)
Keyphrases
- text categorization
- naive bayes
- text classifiers
- text classification
- decision trees
- knn
- classification algorithm
- independence assumption
- feature selection
- information gain
- machine learning
- multi label
- k nearest neighbor
- feature selections
- class probabilities
- naive bayes classifier
- probabilistic model
- data mining
- unlabeled data
- semi supervised learning
- logistic regression
- maximum likelihood
- mutual information
- dimensionality reduction
- classification accuracy
- training data
- neural network