NeuralEngine A Game Engine with embeded Machine Learning algorithms based on Gaussian Processes. |

Static Public Member Functions | List of all members
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

  trueY | The true y coordinate.
  predY | The 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

  trueY | The true y coordinate.
  predY | The 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

  trueY | The true y coordinate.
  predY | The predicted y coordinate.

Returns
  A Scalar.

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

- FgMetrics.h