Diagnosis of Lymphatic Diseases Using a Naive Bayes Style Possibilistic Classifier.
Karim BaatiTarek M. HamdaniAdel M. AlimiPublished in: SMC (2013)
Keyphrases
- naive bayes
- naive bayes classifier
- decision trees
- uci data sets
- probabilistic classifiers
- bayesian classifier
- text classifiers
- training data
- classification algorithm
- naive bayesian classifier
- combining classifiers
- classification accuracy
- feature selection
- naive bayes models
- text classification
- probability estimation
- logistic regression
- conditional independence assumption
- augmented naive bayes
- bayesian network classifiers
- probability estimates
- bayesian classifiers
- text categorization
- cost sensitive
- tree augmented naive bayes
- test instances
- base classifiers
- training set
- lymph nodes
- learning algorithm
- bayesian networks
- feature space
- ensemble methods
- averaged one dependence estimators
- natural language processing
- feature set
- classifier combination
- class labels
- image processing