plot_pareto_front

ExplorationDiagnostics.plot_pareto_front(objectives=None, show_best_evaluation_indices=False, show_legend=False, subplot_spec=None, **figure_kw)

Plot Pareto front of two optimization objectives.

Parameters:

objectiveslist of str or Objective, optional

A list with two objectives to plot. Only needed when the optimization had more than two objectives. By default None.

show_best_evaluation_indicesbool, optional

Whether to show the indices of the best evaluations. By default False.

show_legendbool, optional

Whether to show the legend.

subplot_spec: SubplotSpec, optional

The location of the plot in the GridSpec of an existing figure. If not given, a new figure will be created.

**figure_kw

Additional keyword arguments to pass to pyplot.figure. Only used if no subplot_spec is given.