OpenNN
Open-source neural networks library
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opennn::TestingAnalysis::RocAnalysis Struct Reference

Results of a ROC analysis: ROC curve, area under it and optimal threshold. More...

#include <testing_analysis.h>

Public Member Functions

void print () const
 Prints the ROC analysis to stdout.
 

Public Attributes

MatrixR roc_curve
 
float area_under_curve = 0
 
float confidence_limit = 0
 
float optimal_threshold = 0
 

Detailed Description

Results of a ROC analysis: ROC curve, area under it and optimal threshold.

Member Function Documentation

◆ print()

void opennn::TestingAnalysis::RocAnalysis::print ( ) const

Prints the ROC analysis to stdout.

Member Data Documentation

◆ area_under_curve

float opennn::TestingAnalysis::RocAnalysis::area_under_curve = 0

◆ confidence_limit

float opennn::TestingAnalysis::RocAnalysis::confidence_limit = 0

◆ optimal_threshold

float opennn::TestingAnalysis::RocAnalysis::optimal_threshold = 0

◆ roc_curve

MatrixR opennn::TestingAnalysis::RocAnalysis::roc_curve