File:Regularization.svg

Summary

Description
English: The green and blue functions both incur zero loss on the given data points. Regularization will induce a model to prefer the green function, which may generalize better to other data points sampled from the underlying unknown distribution.
Date
Source Own work
Author Nicoguaro
SVG development
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Category:CC-BY-4.0#Regularization.svg
Category:Self-published work Category:Machine learning Category:Statistics
Category:CC-BY-4.0 Category:Machine learning Category:Self-published work Category:Statistics Category:Translation possible - SVG Category:Valid SVG created with Inkscape