Large Scale Experiments with Naive Bayes and Decision Trees for Function Tagging.
Mihai C. LinteanVasile RusPublished in: Int. J. Artif. Intell. Tools (2008)
Keyphrases
- naive bayes
- decision trees
- logistic regression
- naive bayes classifier
- classification accuracy
- text classification
- information gain
- uci datasets
- text categorization
- uci data sets
- bayesian classifier
- random forest
- base classifiers
- training data
- probability estimation
- classification algorithm
- cost sensitive
- naive bayes classification
- probability estimates
- test instances
- averaged one dependence estimators
- naive bayesian classifier
- bayesian networks
- bayesian network classifiers
- machine learning algorithms
- decision tree learners
- locally weighted
- conditional independence assumption
- training set
- active learning
- classification trees
- text classifiers
- independence assumption
- feature selection
- probabilistic model
- probabilistic classifiers
- maximum entropy