In [ ]:

    

if not out_dfs['eval_overview'].empty:
    display(HTML(out_dfs['eval_overview'].to_html(index=False, classes=['alternate_colors3_groups'], float_format=int_or_float_format_func)))
else:
    display(Markdown(no_info_str))


    

In [ ]:

    

for group in groups_eval:
    if not out_dfs['eval_by_{}'.format(group)].empty:
        markdown_str = '### Association statistics (human-machine) by {}'.format(group)
        display(Markdown(markdown_str))
        display(HTML(out_dfs['eval_by_{}'.format(group)].to_html(index=True, classes=['alternate_colors3_groups'], float_format=int_or_float_format_func)))


    

In [ ]:

    

for group in groups_eval:
    if not out_dfs['eval_by_{}_m_sd'.format(group)].empty:
        markdown_str = '### Descriptive holistic score statistics by {}'.format(group)
        display(Markdown(markdown_str))
        display(HTML(out_dfs['eval_by_{}_m_sd'.format(group)].to_html(index=True, classes=['alternate_colors3_groups'], float_format=int_or_float_format_func)))


    

In [ ]:

    

for group in groups_eval:
    markdown_str = '### Plots of association statistics by {}'.format(group)
    display(Markdown(markdown_str))
    if 'eval_barplot_by_{}'.format(group) in figures_old:
        display(Markdown('#### Old model ({})'.format(experiment_id_old)))
        if use_thumbnails:
            show_thumbnail(figures_old['eval_barplot_by_{}'.format(group)], next(id_generator))
        else:
            display(SVG(filename=figures_old['eval_barplot_by_{}'.format(group)]))
    else:
        display(Markdown(no_plot_old_str))
    if 'eval_barplot_by_{}'.format(group) in figures_new:
        display(Markdown('#### New model ({})'.format(experiment_id_new)))
        if use_thumbnails:
            show_thumbnail(figures_new['eval_barplot_by_{}'.format(group)], next(id_generator))
        else:
            display(SVG(filename=figures_new['eval_barplot_by_{}'.format(group)]))
    else:
        display(Markdown(no_plot_new_str))