« Model Decay » : différence entre les versions
(Page créée avec « ==en construction== == Définition == XXXXXXXXX == Français == ''' XXXXXXXXX ''' == Anglais == '''Model Decay'' If a model remains static while the outside world continues to evolve, its performance will gradually decline. This performance decrease is known as decay. Decay is caused by drift, either in the features’ data coming in or in the relationships between the features and the target variable. The two main ways that models tend to decay are thro... ») |
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'''Model Decay'' | '''Model Decay''' | ||
If a model remains static while the outside world continues to evolve, its performance will gradually decline. This performance decrease is known as decay. Decay is caused by drift, either in the features’ data coming in or in the relationships between the features and the target variable. | If a model remains static while the outside world continues to evolve, its performance will gradually decline. This performance decrease is known as decay. Decay is caused by drift, either in the features’ data coming in or in the relationships between the features and the target variable. | ||
Dernière version du 26 avril 2025 à 11:43
en construction
Définition
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Français
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Anglais
Model Decay
If a model remains static while the outside world continues to evolve, its performance will gradually decline. This performance decrease is known as decay. Decay is caused by drift, either in the features’ data coming in or in the relationships between the features and the target variable. The two main ways that models tend to decay are through data drift and concept drift.
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