Synonyms
Example space; Item space; Object space
Definition
An instance space is the space of all possible instances for some learning task. In attribute-value learning, the instance space is often depicted as a geometric space, one dimension corresponding to each attribute.
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© 2011 Springer Science+Business Media, LLC
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(2011). Instance Space. In: Sammut, C., Webb, G.I. (eds) Encyclopedia of Machine Learning. Springer, Boston, MA. https://doi.org/10.1007/978-0-387-30164-8_408
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DOI: https://doi.org/10.1007/978-0-387-30164-8_408
Publisher Name: Springer, Boston, MA
Print ISBN: 978-0-387-30768-8
Online ISBN: 978-0-387-30164-8
eBook Packages: Computer ScienceReference Module Computer Science and Engineering