instanzenbasierte
Instanzenbasierte is a German term that translates to "instance-based" in English. It refers to a paradigm or approach where reasoning, decision-making, or problem-solving relies directly on specific examples or instances from past experience. Instead of abstracting general rules or models, an instance-based system learns from and operates on the stored data points themselves.
In machine learning, instance-based learning, also known as memory-based learning, is a category of algorithms that
The core idea behind instance-based approaches is that similar situations are likely to have similar outcomes.