Component-based decision trees for classification.
Boris DelibasicMilos JovanovicMilan VukicevicMilija SuknovicZoran ObradovicPublished in: Intell. Data Anal. (2011)
Keyphrases
- decision trees
- machine learning
- machine learning algorithms
- classification models
- classification rules
- predictive accuracy
- automatic classification
- feature vectors
- decision tree induction
- decision rules
- training samples
- classification accuracy
- random forest
- training data
- concept drifting data streams
- text classification
- support vector machine svm
- decision tree algorithm
- feature extraction
- rule induction
- decision tree learning
- multivariate decision trees
- machine learning methods
- logistic regression
- class labels
- naive bayes
- supervised learning
- training set
- feature space
- pattern recognition
- support vector
- decision tree classifiers
- cross validation
- attribute selection
- feature construction
- classification systems
- data mining methods
- classification method
- high dimensional
- learning algorithm