src.eval.regression_evaluation

Classes

RegressionEvaluation(**kwargs)

class src.eval.regression_evaluation.RegressionEvaluation(**kwargs)

Author:: Alberto M. Esmoris Pena

Class representing the result of evaluating a regression. See RegressionEvaluator.

Variables:

X – See RegressionEvaluator.
header – See RegressionEvaluator.
cases – See RegressionEvaluator.
quantities – See RegressionEvaluator.
errors – See RegressionEvaluator.
metrics – See RegressionEvaluator.
outers – See RegressionEvaluator.
distribution – See RegressionEvaluator.

__init__(**kwargs)

Initialize/instantiate an Evaluation.

Parameters:: kwargs – The attributes for the Evaluation.

report(**kwargs)

Transform the RegressionEvaluation into a RegressionReport.

See RegressionReport.

Returns:: The RegressionReport representing the RegressionEvaluation.
Return type:: RegressionReport

can_report(**kwargs): See Evaluation and evaluation.Evaluation.can_report().

plot(**kwargs)

Transform the RegressionEvaluation into a RegressionPlot.

See RegressionPlot.

Parameters:: kwargs – The key-word arguments for the plot.
Returns:: The RegressionPlot representing the RegressionEvaluation.
Return type:: RegressionPlot

can_plot(**kwargs): See Evaluation and evaluation.Evaluation.can_plot().