Level-wise Construction of Decision Trees for Classification.
Yan ZhaoYiyu YaoJingtao YaoPublished in: Int. J. Softw. Eng. Knowl. Eng. (2006)
Keyphrases
- decision trees
- machine learning
- decision rules
- predictive accuracy
- classification rules
- automatic classification
- machine learning algorithms
- decision tree induction
- pattern classification
- attribute selection
- pattern recognition
- rule induction
- support vector
- classification systems
- support vector machine
- feature construction
- supervised learning
- text classification
- logistic regression
- classification process
- classification algorithm
- classification scheme
- decision tree algorithm
- construction process
- classification method
- nearest neighbour
- decision tree learning
- decision tree algorithms
- class imbalance
- support vector machine svm
- image classification
- classification accuracy
- feature selection
- feature extraction
- bayesian networks
- data sets
- naive bayes
- model selection
- feature vectors
- pairwise
- training set
- associative classifiers
- feature space
- multivariate decision trees