Model-Selection Result

class fitr.criticism.modelselectionresult.ModelSelectionResult(method)

Object containing results of model selection

Attributes:

modelnames : list

List of strings labeling models

xp : ndarray

Exceedance probabilities for each model

pxp : ndarray

Protected exceedance probabilities for each model

BIC : ndarray

Bayesian information criterion measures for each model

AIC : ndarray

Aikake information criterion measures for each model

Methods

plot(self, statistic, save_figure=False, filename=’modelselection-plot.pdf’, figsize=(10, 10))

Plots the results of model selection (bars)

plot(statistic, save_figure=False, filename='modelselection-plot.pdf', figsize=(10, 10))

Plots the results of model selection (bars)

Parameters:

statistic : {‘pxp’, ‘xp’, ‘BIC’, ‘AIC’}

Which statistic is desired for the bar plot

save_figure : bool

Whether to save the figure

filename : str

The desired filename for the plot (must end in appropriate extension)

figsize : tuple, default (10, 10)