Line data    Source code

       1             : //* This file is part of the MOOSE framework
       2             : //* https://mooseframework.inl.gov
       3             : //*
       4             : //* All rights reserved, see COPYRIGHT for full restrictions
       5             : //* https://github.com/idaholab/moose/blob/master/COPYRIGHT
       6             : //*
       7             : //* Licensed under LGPL 2.1, please see LICENSE for details
       8             : //* https://www.gnu.org/licenses/lgpl-2.1.html
       9             : 
      10             : #pragma once
      11             : 
      12             : // MOOSE includes
      13             : #include "GeneralReporter.h"
      14             : #include "SurrogateModelInterface.h"
      15             : #include "SurrogateModel.h"
      16             : /**
      17             :  * A tool to output CV scores
      18             :  */
      19             : 
      20             : class CrossValidationScores : public GeneralReporter, public SurrogateModelInterface
      21             : {
      22             : public:
      23             :   static InputParameters validParams();
      24             : 
      25             :   CrossValidationScores(const InputParameters & parameters);
      26             : 
      27          48 :   virtual void initialize() override {}
      28             :   virtual void execute() override;
      29          48 :   virtual void finalize() override {}
      30             : 
      31             : protected:
      32             :   /// Storage for cross-validation scores
      33             :   std::vector<std::vector<std::vector<Real>> *> _cv_scores;
      34             : 
      35             :   /// Model to extract CV values from.
      36             :   std::vector<const SurrogateModel *> _models;
      37             : };