bland_atlman_figure

petpal.utils.testing_utils.bland_atlman_figure(axes, fit_values: numpy.ndarray, true_values: numpy.ndarray, ax_titles: list[str], sca_kwargs: dict = None, bland_kwargs: dict = None)

Generates a Bland-Altman plot for the specified axes, fitted and true values.

The function is intended to be used to generate multiple sets of figures for comparing multiple fit parameters. The format of the values is values=[[first_param, second_param, ...], [first_param, second_param, ...], ..].

Parameters:

• axes (list[matplotlib.axes]) – The axes on which to generate the Bland-Altman plot.

• fit_values (np.ndarray) – The fitted values to plot.

• true_values (np.ndarray) – The true values to plot.

• ax_titles (list[str]) – Titles of the axes.

• sca_kwargs (dict, optional) – Additional keyword arguments for the scatter plot. Defaults to red dots.

• bland_kwargs (dict, optional) – Additional keyword arguments for Bland-Altman lines. Defaults to red lines.

Note

Bland-Altman plot is a method of data plotting used in analyzing the agreement between two different assays.