invert4geom.plot_2_parameter_scores

plot_2_parameter_scores(scores, parameter_pairs, param_names=('Hyperparameter 1', 'Hyperparameter 2'), figsize=(5, 3.5), cmap=None)

plot a scatter plot graph with x axis equal to parameter 1, y axis equal to parameter 2, and points colored by cross-validation scores.

Parameters:

• scores (list[float]) – score values

• parameter_pairs (list[tuple[float, float]]) – parameter values

• param_names (tuple[str, str]) – name to give for the parameters, by default “Hyperparameter”

• figsize (tuple[float, float]) – size of the figure, by default (5, 3.5)

• cmap (str | None) – matplotlib colormap for scores, by default “viridis”

Return type:

None