Automatic model maintenance through local nets

Details Automatic model maintenance through local nets Automatic model maintenance through local nets

G - Physics

06

Q

G06Q 10/00 (2006.01)

Patent

CA 2481431

A model maintenance method is provided. If accuracy of prediction by current model through consultation with new data is determined to be below a predetermined threshold, a compound model is formed by supplementing the current model with a local net trained with new data.

L'invention concerne un procédé de maintenance de modèles. Si on détermine, à l'aide d'un modèle existant, par le biais de la consultation de nouvelles données, que l'exactitude de la prédiction se situe en dessous d'un seuil prédéterminé, on forme un modèle composé en complétant le modèle existant par un réseau local entraîné avec lesdites nouvelles données.

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