Rank Entropy-Based Decision Trees for Monotonic Classification.
Qinghua HuXunjian CheLei ZhangDavid ZhangMaozu GuoDaren YuPublished in: IEEE Trans. Knowl. Data Eng. (2012)
Keyphrases
- decision trees
- predictive accuracy
- decision rules
- machine learning
- classification accuracy
- pattern recognition
- classification models
- pattern classification
- feature construction
- training set
- classification trees
- decision tree induction
- classification process
- rule induction
- feature extraction
- machine learning algorithms
- image classification
- training data
- class labels
- naive bayes
- support vector machine svm
- attribute selection
- decision tree learning algorithm
- data mining methods
- supervised learning
- feature vectors
- concept drifting data streams
- automatic classification
- machine learning methods
- classification method
- logistic regression
- training samples
- decision tree learning
- decision tree classifiers
- feature set
- feature space