Plot and Store Explanations
In this section, we present how you can plot and store your Explanations
All the Explanations generated with EXPAI will be wrapped in a class called expai.ExpaiExplanation
. It will contain all the visualisations and details. In this section, we show how to plot each of the visualizations in an intuitive way.
expai.ExpaiExplanation
expai.ExpaiExplanation
To initialise this class, it is required to get a Explanation object using a method from the classexpai.ExpaiModelFairness
. More info here.
expai.ExpaiExplanation.get_keys
expai.ExpaiExplanation.get_keys
This method returns all visualisation keys generated. For instance, if you explain several variables, each of them will get one independent key.
expai.ExpaiExplanation.get_keys(self)
expai.ExpaiExplanation.plot
expai.ExpaiExplanation.plot
Plot a single visualisation from your Explanation using its key.
expai.ExpaiExplanation.plot(self, key: str = None)
Attribute | Description | Required |
key | Key of the visualisation that you want to plot | Yes |
expai.ExpaiExplanation.plot_all
expai.ExpaiExplanation.plot_all
Plot all the visualisations within an Explanation easily.
expai.ExpaiExplanation.plot_all(self)
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