tabensemb.trainer.Trainer.plot_categorical_presence_ratio#
method
- Trainer.plot_categorical_presence_ratio(category: str | None = None, ax=None, orient='h', figure_kwargs: Dict | None = None, imshow_kwargs: Dict | None = None, cbar_kwargs: Dict | None = None, cbar_ax_linewidth: float = 1, cbar_ax_kwargs: Dict | None = None, savefig_kwargs: Dict | None = None, save_show_close: bool = True) Axes[source]#
Plot the ratio of presence of each feature, but is classified by a categorical variable.
- Parameters:
- category
The category (usually data sources) to classify data points.
- ax
matplotlib.axes.Axes- figure_kwargs
Arguments for
plt.figure.- imshow_kwargs
Arguments for
plt.imshow.- cbar_kwargs
Arguments for
plt.colorbar.- cbar_ax_linewidth
Line width of bounding box of cbar.
- cbar_ax_kwargs
Arguments for
mpl_toolkits.axes_grid1.inset_locator.inset_axes- savefig_kwargs
Arguments for
plt.savefig- save_show_close
Whether to save, show (in the notebook), and close the figure if
axis not given.
- Returns:
- matplotlib.axes.Axes