Naive Bayes and Decision Trees for Function Tagging.
Mihai C. LinteanVasile RusPublished in: FLAIRS Conference (2007)
Keyphrases
- naive bayes
- decision trees
- logistic regression
- naive bayes classifier
- classification accuracy
- text classification
- training data
- uci datasets
- cost sensitive
- machine learning
- text categorization
- probability estimation
- machine learning algorithms
- feature selection
- probability estimates
- naive bayesian classifier
- bayesian classifier
- base classifiers
- naive bayes classification
- test instances
- classification algorithm
- decision rules
- boosted decision trees
- independence assumption
- bayesian networks
- uci data sets
- information gain
- text classifiers
- rule sets
- bayesian network classifiers
- decision tree learning algorithms
- conditional independence assumption
- locally weighted
- training set
- classification rules
- unsupervised learning
- averaged one dependence estimators
- data sets