File:Overfitting svg.svg
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Summary
| Description |
English: 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) |
| Date | |
| Source |
Own work |
| Author | Gringer |
| SVG development |  This vector image was created with Inkscape.  This file uses embedded text that can be easily translated using a text editor. |
Licensing
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Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or any later version published by the Free Software Foundation; with no Invariant Sections, no Front-Cover Texts, and no Back-Cover Texts. A copy of the license is included in the section entitled GNU Free Documentation License. |
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| Date/Time | Thumbnail | Dimensions | User | Comment | |
|---|---|---|---|---|---|
| current | 15:47, 25 June 2022 | | 1,220 × 900 (8 KB) | Jahobr | The validation error does NOT start to fall again after long overfitting |
| 03:52, 23 October 2007 |  | 1,220 × 900 (8 KB) | Gringer | {{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 2007 |  | 1,220 × 900 (6 KB) | Gringer | {{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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