Automatic construction of decision trees for classification.
Wolfgang MüllerFritz WysotzkiPublished in: Ann. Oper. Res. (1994)
Keyphrases
- automatic construction
- decision trees
- predictive accuracy
- image classification
- machine learning
- classification accuracy
- machine learning algorithms
- decision tree classifiers
- pattern recognition
- feature construction
- decision rules
- decision tree algorithm
- attribute selection
- benchmark datasets
- classification algorithm
- classification models
- neural network
- decision tree induction
- classification systems
- concept drifting data streams
- classification rules
- classification method
- logistic regression
- random forest
- random forests
- automatic classification
- nearest neighbour
- classification trees
- fuzzy decision trees
- support vector machine svm
- text classification
- preprocessing
- support vector
- pattern classification
- associative classifiers
- text categorization
- cross validation
- roc curve