7.7.5. mclearn.viz.plot_average_learning_curve

mclearn.viz.plot_average_learning_curve(sample_sizes, learning_curves, curve_labels, no_trials=10, ax=None)

Plot the average learning curve from many trials.

Parameters:

• sample_sizes (array) – The sample sizes in which the classifier is run.
• learning_curves (array) – List of learning_curves to be plotted
• curve_labels (array) – The labels of the learning curves.
• no_trials (int) – The number of trials that were run for each learning curve.
• ax (Matplotlib Axes object) – A matplotlib Axes instance.

Returns:

ax – The matplotlib Axes instance where the figure is drawn.

Return type:

Matplotlib Axes object