Comment on "On Discriminative vs. Generative Classifiers: A Comparison of Logistic Regression and Naive Bayes".
Jing-Hao XueD. M. TitteringtonPublished in: Neural Process. Lett. (2008)
Keyphrases
- naive bayes
- logistic regression
- naive bayes models
- bayesian network classifiers
- conditional likelihood
- decision trees
- tree augmented naive bayes
- classification accuracy
- text classification
- training data
- naive bayes classifier
- discriminative learning
- feature selection
- bayesian networks
- cost sensitive
- text categorization
- probability estimation
- bayesian classifiers
- bayesian classifier
- logistic regression models
- text classifiers
- information gain
- probability estimates
- class probabilities
- augmented naive bayes
- feature space
- base classifiers
- machine learning
- unsupervised learning
- natural language processing
- support vector
- information retrieval