Enabling Decision Tree Classification in Database Systems through Pre-computation.
Nafees Ur RehmanMarc H. SchollPublished in: BNCOD (2010)
Keyphrases
- decision trees
- database systems
- classification models
- predictive accuracy
- decision tree classifiers
- support vector
- machine learning algorithms
- decision tree algorithm
- classification rules
- automatic classification
- image classification
- databases
- decision rules
- classification accuracy
- classification trees
- database
- decision tree learning algorithm
- pattern classification
- support vector machine
- classification method
- feature extraction
- database management systems
- decision tree learning
- benchmark datasets
- machine learning
- query optimization
- multivariate decision trees
- relational database systems
- attribute selection
- induction algorithms
- classification systems
- svm classifier
- support vector machine svm
- pattern recognition
- preprocessing
- feature space
- ensemble classifier
- neural network
- data mining
- learning algorithm
- feature selection
- query processing
- rule sets
- data model
- text classification
- random forest
- logistic regression
- machine learning methods