Model-Selection Result

class fitr.model_selection.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)