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- Generalization is a form of abstraction where common properties of specific instances are formulated as general concepts or claims1. It posits the existence of a domain or set of elements, as well as one or more common characteristics shared by those elements1. In the context of learning, generalization refers to using past learning in present situations if the conditions are regarded as similar2.Learn more:✕This summary was generated using AI based on multiple online sources. To view the original source information, use the "Learn more" links.A generalization is a form of abstraction whereby common properties of specific instances are formulated as general concepts or claims. Generalizations posit the existence of a domain or set of elements, as well as one or more common characteristics shared by those elements (thus creating a conceptual model).en.wikipedia.org/wiki/GeneralizationGeneralization is the concept that humans, other animals, and artificial neural networks use past learning in present situations of learning if the conditions in the situations are regarded as similar.www.wikiwand.com/en/Generalization_(learning)
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A generalization is a form of abstraction whereby common properties of specific instances are formulated as general concepts or claims. Generalizations posit the existence of a domain or set of elements, as well as one or more common characteristics shared by those elements (thus creating a … See more
The connection of generalization to specialization (or particularization) is reflected in the contrasting words hypernym and hyponym. A hypernym as a generic stands for a class or group of … See more
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WEBGeneralization is an essential component of the wider scientific process. In an ideal world, to test a hypothesis, you would sample an entire population. It is what allows researchers to take what they have learnt on a small …
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