Interface administrators, Administrators (Semantic MediaWiki), Curators (Semantic MediaWiki), Editors (Semantic MediaWiki), Suppressors, Administrators
7,785
edits
No edit summary |
m (Text replacement - "Category:Machine learning terms" to "Category:Machine learning terms Category:not updated") |
||
(One intermediate revision by the same user not shown) | |||
Line 1: | Line 1: | ||
{{see also|Machine learning terms}} | {{see also|Machine learning terms}} | ||
==Introduction== | ==Introduction== | ||
[[Machine learning]] [[algorithm]]s often make the assumption of independently and identically distributed (i.i.d.) [[data]], which implies each data point is drawn independently from a given probability distribution. This assumption is essential for many machine learning algorithms as it permits powerful mathematical operations to make predictions based on observed patterns in the data. | [[Machine learning]] [[algorithm]]s often make the assumption of [[independently and identically distributed (i.i.d.)]] [[data]], which implies each data point is drawn independently from a given probability distribution. This assumption is essential for many machine learning algorithms as it permits powerful mathematical operations to make predictions based on observed patterns in the data. | ||
==Definition of i.i.d. data== | ==Definition of i.i.d. data== | ||
Line 29: | Line 29: | ||
[[Category:Terms]] [[Category:Machine learning terms]] | [[Category:Terms]] [[Category:Machine learning terms]] [[Category:not updated]] |