A Comparison of Event Models for Naive Bayes Anti-Spam E-Mail Filtering.
Karl-Michael SchneiderPublished in: EACL (2003)
Keyphrases
- naive bayes
- spam e mail
- decision trees
- classification accuracy
- event models
- text classification
- naive bayes classifier
- text categorization
- anti spam
- logistic regression
- feature selection
- bayesian networks
- training data
- spam filtering
- cost sensitive
- bayesian network classifiers
- conditional independence assumption
- augmented naive bayes
- high dimensional
- spam detection
- machine learning algorithms
- averaged one dependence estimators