Clus-DTI: improving decision-tree classification with a clustering-based decision-tree induction algorithm.
Rodrigo C. BarrosMárcio P. BasgaluppAndré Carlos Ponce de Leon Ferreira de CarvalhoMarcos G. QuilesPublished in: J. Braz. Comput. Soc. (2012)
Keyphrases
- decision trees
- decision tree induction algorithm
- machine learning
- classification models
- predictive accuracy
- machine learning algorithms
- decision rules
- decision tree algorithm
- decision tree induction
- information gain
- naive bayes
- classification rules
- classification method
- attribute selection
- classification scheme
- pattern classification
- logistic regression
- text classification
- support vector
- training data
- feature extraction
- feature selection
- image classification
- classification accuracy
- feature vectors
- decision tree learning algorithm
- machine learning methods
- supervised learning
- fuzzy decision trees
- decision tree algorithms