Naive Bayes vs Logistic Regression: Theory, Implementation and Experimental Validation.
Tapan Kumar BhowmikPublished in: Inteligencia Artif. (2015)
Keyphrases
- logistic regression
- naive bayes
- decision trees
- classification accuracy
- text classification
- text categorization
- tree augmented naive bayes
- bayesian networks
- logistic regression models
- training data
- naive bayes classifier
- cost sensitive
- test instances
- bayesian classifier
- probability estimates
- information gain
- feature selection
- bayesian classifiers
- text classifiers
- text mining
- probability estimation
- naive bayes models
- bayesian network classifiers
- base classifiers
- training set