src.plot.kfold_plot

Classes

KFoldPlot(X, sigma, **kwargs)

class src.plot.kfold_plot.KFoldPlot(X, sigma, **kwargs)

Author:

Alberto M. Esmoris Pena

Class to plot the evaluation of kfold procedures. See src.eval.kfold_evaluation.KFoldEvaluation.

Variables:

• X – See src.eval.kfold_evaluator.KFoldEvaluator.eval().

• sigma – See src.eval.kfold_evaluation.KFoldEvaluation.

• metric_names (list of str) – The name for each metric used to evaluate the k-fold procedure.

__init__(X, sigma, **kwargs)

Initialize/instantiate a KFoldPlot.

Parameters:

kwargs – The attributes for the KFoldPlot.

plot(**kwargs)

Plot a grid where each cell contains a subplot representing the k-folding evaluation on a particular metric.

See src.plot.Plot.plot().