arcxtriy
arcxtriy OP t1_j24b90c wrote
Reply to comment by Zealousideal_Low1287 in [D] SOTA Multiclass Model Calibration by arcxtriy
But then it is not guaranteed that the probabilities for a sample sum up to 1. That's seems strange, right?!
arcxtriy OP t1_j2451e2 wrote
Reply to comment by Zealousideal_Low1287 in [D] SOTA Multiclass Model Calibration by arcxtriy
But how would that work?
Assume I have predictions for one sample [0.01, 0.03, 0.2, 0.8, 0.04] and for another one [0.3, 0.2, 0.1, 0.1, 0.05].
Do you suggest learning the Platt scaling across samples or across classes?
arcxtriy OP t1_j24yx4p wrote
Reply to comment by HateRedditCantQuitit in [D] SOTA Multiclass Model Calibration by arcxtriy
If p(dog)=p(cat)=0.5 then it's fine, because it tells me the classified is uncertain. Isn't it?