CREDOS: Classification using ripple down structure (a case for rare classes)

Keyphrases

• Rare Class 100%
• Ripple Down Rules 100%
• Pruning Strategy 40%
• Knowledge Base 40%
• Decision Tree 20%
• Mining Communities 20%
• Expert System 20%
• State-of-the-art Techniques 20%
• Overfitting 20%
• Prediction Process 20%
• Initial Knowledge 20%
• Instantiation 20%
• Rule-based Model 20%
• Generalization Ability 20%
• Minimum Description Length Principle 20%
• Induction Algorithm 20%
• Rule Induction Algorithms 20%
• Classifier Model 20%
• Generic Forms 20%
• Disjunctive Normal Form 20%
• Tree-based Representation 20%
• Predictive Classifier 20%
• Systems Community 20%
• Predictive Model 20%

Computer Science

• Knowledge Base 100%
• Data Mining 50%
• Minimum Description Length 50%
• Rule Induction 50%
• Predictive Model 50%
• Expert System 50%
• Instantiation 50%
• Classifier Model 50%
• Disjunctive Normal Form 50%
• Decision Tree 50%