File:Overfitting svg.svg

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Overfitting_svg.svg‎ (SVG file, nominally 1,220 × 900 pixels, file size: 8 KB)

Overfitting (for example in neural networks training). The red curve is the error on the validation set over several epochs. The blue curve is the error of the training set. When the error for the validation set increases while the training error steadily decreases then a problem of overfitting may occur (the learning is too specialized and does not generalize enough)

[edit] Summary

Description

SVG version of Overfitting.png by Dake. Created from scratch using Inkscape v0.45.
Date

23 October 2007(2007-10-23)
Source

Own work
Author

Gringer
Permission
(Reusing this image)

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I, the copyright holder of this work, hereby publish it under the following licenses:
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Date/TimeThumbnailDimensionsUserComment
current03:52, 23 October 2007Thumbnail for version as of 03:52, 23 October 20071,220×900 (8 KB)Gringer (talk | contribs) ({{Information |Description=SVG version of Overfitting.png by Dake. Created from scratch using Inkscape v0.45. Updated to convert arrow heads to objects. |Source=self-made |Date=2007-10-23 |Author= Gringer }} )
03:48, 23 October 2007Thumbnail for version as of 03:48, 23 October 20071,220×900 (6 KB)Gringer (talk | contribs) ({{Information |Description=SVG version of Image:Overfitting.png by Dake. Created from scratch using Inkscape v0.45. |Source=self-made |Date=2007-10-23 |Author= Gringer }} )

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