invert4geom.plot_scores

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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')[source]#

plot a graph of cross-validation scores vs hyperparameter values

Parameters:

  • scores (list[float]) – score values

  • parameters (list[float]) – parameter values

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

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

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

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

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

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

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

Return type:

a matplotlib figure instance

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