INDUCTIVE CONCEPT LEARNING Extensional vs. intensional

• Extensional concept learning
• Given instances and non-instances of a concept
• Find a set containing every instance and no non-instance
• Intensional concept learning
• Given descriptions of instances and non-instances in some object description language
• Find a concept description that covers every instance and no non-instance description