MetricsSummaryDisplay

class skore.MetricsSummaryDisplay(summarize_data)

Display for summarize.

An instance of this class will be created by Report.metrics.summarize(). This class should not be instantiated directly.

frame()

Return the summarize as a dataframe.

Returns:

framepandas.DataFrame

The report metrics as a dataframe.

help()

Display available attributes and methods using rich.

plot()

Not yet implemented.

set_style(*, policy='override', **kwargs)

Set the style parameters for the display.

Parameters:

policyLiteral[“override”, “update”], default=”override”

Policy to use when setting the style parameters. If “override”, existing settings are set to the provided values. If “update”, existing settings are not changed; only settings that were previously unset are changed.

**kwargsdict

Style parameters to set. Each parameter name should correspond to a a style attribute passed to the plot method of the display.

Returns:

selfobject

Returns the instance itself.

Raises:

ValueError

If a style parameter is unknown.

static style_plot(plot_func)

Apply consistent style to skore displays.

This decorator: 1. Applies default style settings 2. Executes plot_func 3. Calls plt.tight_layout() to make sure axis does not overlap 4. Restores the original style settings

Parameters:

plot_funccallable

The plot function to be decorated.

Returns:

callable

The decorated plot function.