Inferring Useful Heuristics from the Dynamics of Iterative Relational Classifiers.
Aram GalstyanPaul R. CohenPublished in: IJCAI (2005)
Keyphrases
- training data
- support vector
- collective classification
- relational data
- multi relational classification
- classification systems
- decision trees
- supervised classification
- training set
- relational databases
- linear classifiers
- dynamic model
- training samples
- classification algorithm
- naive bayes
- feature set
- data model
- class labels
- machine learning
- classifier combination
- relational learning
- heuristic methods
- classification rate
- search algorithm
- heuristic search
- classification method
- svm classifier
- relational model
- database schema
- machine learning methods
- feature extraction
- database systems
- feature selection
- classifier ensemble
- database
- genetic algorithm