shap.monitoring_plot¶

shap.monitoring_plot(ind, shap_values, features, feature_names=None, show=True)¶

Create a SHAP monitoring plot.

(Note this function is preliminary and subject to change!!) A SHAP monitoring plot is meant to display the behavior of a model over time. Often the shap_values given to this plot explain the loss of a model, so changes in a feature’s impact on the model’s loss over time can help in monitoring the model’s performance.