A Covering Classification Rule Induction Approach for Big Datasets.
Vassilis KoliasIoannis AnagnostopoulosEleftherios KayafasPublished in: BDC (2014)
Keyphrases
- rule induction
- decision rules
- decision trees
- classification rules
- instance based learning
- rough sets
- knowledge discovery in databases
- rule sets
- data mining
- numerical attributes
- medical databases
- machine learning
- pattern recognition
- rule induction algorithm
- rough set model
- support vector machine
- classification algorithm
- feature vectors
- rough set theory
- image processing
- training set
- data sets
- databases
- neural network
- genetic algorithm
- feature extraction
- data analysis
- cost sensitive
- active learning
- k nearest neighbor
- genetic programming
- classification accuracy