3 ms·
No wonder it’s facing a credibility crisis. Almost every single Machine Learning for Neuroimaging paper I see is reporting 0.9+ AUC whilst using <50 subjects.
by FL33TW00D 5y ago
No wonder it’s facing a credibility crisis. Almost every single Machine Learning for Neuroimaging paper I see is reporting 0.9+ AUC whilst using <50 subjects.
With the rampant lack of statistical rigour it blows my mind they get published. This great paper shows that reported accuracy plummets as dataset size increases: https://hal.inria.fr/hal-01545002/document https://hal.inria.fr/hal-01545002/document