CrossMine: Efficient Classification Across Multiple Database Relations.
Xiaoxin YinJiawei HanJiong YangPhilip S. YuPublished in: Constraint-Based Mining and Inductive Databases (2004)
Keyphrases
- database
- database systems
- classification algorithm
- decision trees
- pattern classification
- database management systems
- classification systems
- support vector
- relational databases
- classification accuracy
- benchmark datasets
- image classification
- support vector machine svm
- feature extraction
- preprocessing
- databases
- classification method
- database applications
- data management
- data model
- pattern recognition
- feature selection
- machine learning
- multiple relations
- svm classifier
- classification process
- universal relation
- unsupervised learning
- supervised learning
- support vector machine
- query language
- training data
- metadata
- learning algorithm
- neural network
- data sets