pipeline_search_plots

Plots displayed during pipeline search.

Module Contents

Classes Summary

PipelineSearchPlots	Plots for the AutoMLSearch class during search.
SearchIterationPlot	Search iteration plot.

Contents

class evalml.automl.pipeline_search_plots.PipelineSearchPlots(results, objective)

Plots for the AutoMLSearch class during search.

Parameters

• results (dict) – Dictionary of current results.

• objective (ObjectiveBase) – Objective that AutoML is optimizing for.

Methods

search_iteration_plot

Shows a plot of the best score at each iteration using data gathered during training.

search_iteration_plot(self, interactive_plot=False)

Shows a plot of the best score at each iteration using data gathered during training.

Parameters

interactive_plot (bool) – Whether or not to show an interactive plot. Defaults to False.

Returns

plot

Raises

ValueError – If engine_str is not a valid engine.

class evalml.automl.pipeline_search_plots.SearchIterationPlot(results, objective)

Search iteration plot.

Parameters

• results (dict) – Dictionary of current results.

• objective (ObjectiveBase) – Objective that AutoML is optimizing for.

Methods

update

Update the search plot.

update(self, results, objective)

Update the search plot.