testing_analysis.h File Reference

Declares the TestingAnalysis class. More...

#include "pch.h"

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Classes
class	opennn::TestingAnalysis
	Computes diagnostic metrics for a trained network on testing data. More...
struct	opennn::TestingAnalysis::GoodnessOfFitAnalysis
	Per-output regression goodness-of-fit summary. More...
struct	opennn::TestingAnalysis::RocAnalysis
	Output of perform_roc_analysis(). More...
struct	opennn::TestingAnalysis::KolmogorovSmirnovResults
	Output of perform_Kolmogorov_Smirnov_analysis(). More...
struct	opennn::TestingAnalysis::BinaryClassificationRates
	Sample indices grouped by binary-classification outcome. More...

Namespaces
namespace	opennn

Detailed Description

Declares the TestingAnalysis class.

TestingAnalysis evaluates a trained NeuralNetwork against the testing samples of a Dataset, producing error statistics, confusion matrices, ROC curves, lift charts and other diagnostic artefacts.