Diagramme de dépendance partielle

Définition

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Partial Dependence Plots

These plots help visualize the average partial relationship between the predicted target and one or more features. The plots are created by forcing all the instances to have the same feature value. Then you make predictions for these instances and you average them, this gives the average prediction for this feature value. Due to visualization most of the time only one or two features are investigated.

Source : towardsdatascience