Deep multi-metric training: the need of multi-metric curve evaluation to avoid weak learning

The development and application of artificial intelligence-based computer vision systems in medicine, environment, and industry are playing an increasingly prominent role. Hence, the need for optimal and efficient hyperparameter tuning strategies is more than crucial to deliver the highest performan...

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Bibliographic Details
Main Authors: Mamalakis, M, Banerjee, A, Ray, S, Wilkie, C, Clayton, RH, Swift, AJ, Panoutsos, G, Vorselaars, B
Format: Journal article
Language:English
Published: Springer 2024