A Hybrid Distance-Based and Naive Bayes Online Classifier.
Joanna JedrzejowiczPiotr JedrzejowiczPublished in: ICCCI (2) (2015)
Keyphrases
- naive bayes
- naive bayes classifier
- decision trees
- uci data sets
- text classifiers
- bayesian classifier
- training data
- probabilistic classifiers
- classification algorithm
- naive bayesian classifier
- classification accuracy
- combining classifiers
- text classification
- class probabilities
- feature selection
- bayesian network classifiers
- logistic regression
- naive bayes models
- probability estimation
- conditional independence assumption
- probability estimates
- augmented naive bayes
- text categorization
- cost sensitive
- bayesian classifiers
- test instances
- independence assumption
- training set
- machine learning
- bayesian networks
- highly skewed
- base classifiers
- feature set
- tree augmented naive bayes
- data sets
- decision tree learners
- feature space
- support vector
- training samples
- classifier ensemble
- attribute dependencies
- ensemble methods
- neural network