notesum.ai

Published at December 5

An In-Depth Examination of Risk Assessment in Multi-Class Classification Algorithms

cs.LG

cs.NA

math.NA

Released Date: December 5, 2024

Authors: Disha Ghandwani¹, Neeraj Sarna², Yuanyuan Li², Yang Lin³

Aff.: ¹Stanford University; ²Munich RE; ³Hartford Steam Boiler

Arxiv: http://arxiv.org/pdf/2412.04166v1

Refer to caption

Dataset	$\|\mathcal{Z}\|$	$\|\mathcal{Z}^{*}\|$
CIFAR100	2000	8000
CIFAR10	2000	8000
Flowers102	1225	4905
ImageNet–V1	10000	40000
Places365	7300	29200