Extreme value theory-based methods for visual recognition
Auteur :
Scheirer, Walter J.
Éditeur :
Springer International Publishing AG
ISBN :
9783031006890
Date de publication :
15 févr. 2017
Dimensions :
23,5 x 19,1 cm
Langue :
Anglais
Pays d'origine :
Suisse
EVT has several important properties: strong statistical grounding, better modeling accuracy near decision boundaries than Gaussian modeling, the ability to model asymmetric decision boundaries, and accurate prediction of the probability of an event beyond our experience.