A Hybrid Classification Approach based on FCA and Emerging Patterns - An application for the classification of biological inhibitors.
Yasmine AssesAleksey BuzmakovThomas BourquardSergei O. KuznetsovAmedeo NapoliPublished in: CLA (2012)
Keyphrases
- classification accuracy
- decision trees
- jumping emerging patterns
- pattern recognition
- feature extraction
- machine learning
- feature selection
- feature space
- support vector machine
- support vector
- training set
- formal concept analysis
- emerging patterns
- preprocessing
- small number
- image classification
- text classification
- class labels
- cost sensitive
- data sets