elphick.sklearn_viz.residuals.error.Errors

class elphick.sklearn_viz.residuals.error.Errors(mdl, x_test=None, y_test=None)

__init__(mdl, x_test=None, y_test=None)

Parameters:

• mdl – The scikit-learn model or pipeline.

• x_test (Optional[DataFrame]) – X values provided to calculate residuals.

• y_test (Union[DataFrame, Series, None]) – y values provided to calculate residuals.

Methods

__init__(mdl[, x_test, y_test])	type mdl:
plot([color, title, marginal])	type color: Optional[str]

plot(color=None, title='Error Plot', marginal=False)

Parameters:

• color (Optional[str]) – The variable name to color (group) by.

• title (Optional[str]) – title for the plot

• marginal (bool) – If True, marginal histograms are added.

Return type:

Figure

Returns:

a plotly GraphObjects.Figure