« Ablation » : différence entre les versions

Version du 15 novembre 2024 à 10:28

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Définition

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Voir aussi Ablation Study

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Ablation

Anglais

Ablation

Ablation is a method used to understand an AI model’s inner working by the removal of its components. By doing this, we are able to see how the system is affected when a part is missing and it allows us to study its utility. This method also enhances and refines the models’ architecture.

Source

Source : Wikipedia

Source : Deepgram

@@ Ligne 12 : / Ligne 12 : @@
 ''' Ablation'''
-''In artificial intelligence (AI), particularly machine learning (ML),[1] ablation is the removal of a component of an AI system.''
+''Ablation is a method used to understand an AI model’s inner working by the removal of its components. By doing this, we are able to see how the system is affected when a part is missing and it allows us to study its utility. This method also enhances and refines the models’ architecture.''
-''Ablation in machine learning stands as a pivotal method for dissecting the impact of a model's sub-components on its overall performance. ''
 == Source ==

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