invert4geom.plot_scores

plot_scores(scores, parameters, logx=False, logy=False, param_name='Hyperparameter', figsize=(5, 3.5), plot_title=None, fname=None, best='min')

plot a graph of cross-validation scores vs hyperparameter values

Parameters:

• scores (list[float]) – score values

• parameters (list[float]) – parameter values

• logx (bool) – make the x or y axes log scale, by default False

• logy (bool) – make the x or y axes log scale, by default False

• param_name (str) – name to give for the parameters, by default “Hyperparameter”

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

• plot_title (str | None) – title of figure, by default None

• fname (str | None) – filename to save figure, by default None

• best (str) – which value to plot as the best, ‘min’ or ‘max’, by default “min”

Return type:

Any