Partial Dependence

Partial dependence plots (PDP) and individual conditional expectation (ICE) plots can be used to visualize and analyze interaction between the target response [1] and a set of input features of interest. To make a partial dependence plot with categorical features, you need to specify which features are categorical using the parameter categorical_features. This parameter takes a list of indices, names of the categorical features or a boolean mask.