Difference between revisions of "Overfitting"
From Bioblast
(Created page with "{{MitoPedia |description='''Overfitting''' in statistics is the act of mistaking noise for a signal. Overfitting makes a model look ββbetterββ on paper but perform ββ...") Β |
Β |
||
(One intermediate revision by one other user not shown) | |||
Line 3: | Line 3: | ||
|info=[[Silver 2012 Penguin Press]] | |info=[[Silver 2012 Penguin Press]] | ||
}} | }} | ||
{{MitoPedia concepts | {{MitoPedia concepts}} | ||
|mitopedia | {{MitoPedia methods}} | ||
{{MitoPedia O2k and high-resolution respirometry | |||
|mitopedia O2k and high-resolution respirometry=Oroboros QM | |||
}} | }} | ||
{{MitoPedia topics}} | {{MitoPedia topics}} |
Latest revision as of 05:22, 19 July 2022
Description
Overfitting in statistics is the act of mistaking noise for a signal. Overfitting makes a model look ββbetterββ on paper but perform ββworseββ in the real world. This may make it easier to get the model published in an academic journal or to sell to a client, crowding out more honest models from the marketplace. But if the model is fitting noise, it has the potential to hurt the science (quoted from Silver 2012 Penguin Press).
Reference: Silver 2012 Penguin Press
MitoPedia O2k and high-resolution respirometry:
Oroboros QM