NeuralEngine
A Game Engine with embeded Machine Learning algorithms based on Gaussian Processes.
NeuralEngine::MachineLearning::Metrics< Scalar > Class Template Reference

Static Public Member Functions

static Scalar NRMSE (af::array trueY, af::array predY)
 Normalized Root Mean Square Error. More...
 
static Scalar ND (af::array trueY, af::array predY)
 Normalized Deviation. More...
 
static Scalar MASE (af::array trueY, af::array predY)
 Mean Absolute Scaled Error. More...
 

Detailed Description

template<typename Scalar>
class NeuralEngine::MachineLearning::Metrics< Scalar >

Definition at line 20 of file FgMetrics.h.

Member Function Documentation

◆ NRMSE()

template<typename Scalar >
static Scalar NeuralEngine::MachineLearning::Metrics< Scalar >::NRMSE ( af::array  trueY,
af::array  predY 
)
static

Normalized Root Mean Square Error.

Hmetal T, 13/08/2022.

Parameters
trueYThe true y coordinate.
predYThe predicted y coordinate.
Returns
A Scalar.

◆ ND()

template<typename Scalar >
static Scalar NeuralEngine::MachineLearning::Metrics< Scalar >::ND ( af::array  trueY,
af::array  predY 
)
static

Normalized Deviation.

Hmetal T, 13/08/2022.

Parameters
trueYThe true y coordinate.
predYThe predicted y coordinate.
Returns
A Scalar.

◆ MASE()

template<typename Scalar >
static Scalar NeuralEngine::MachineLearning::Metrics< Scalar >::MASE ( af::array  trueY,
af::array  predY 
)
static

Mean Absolute Scaled Error.

Hmetal T, 13/08/2022.

Parameters
trueYThe true y coordinate.
predYThe predicted y coordinate.
Returns
A Scalar.

The documentation for this class was generated from the following file: