energyloss: Energy Loss Calculation
In engression: Engression Modelling
energyloss R Documentation
Energy Loss Calculation
Description
This function calculates the energy loss for given tensors. The loss is calculated
as the mean of the L2 norms between yt and mxt and between yt and mxpt,
subtracted by half the mean of the L2 norm between mxt and mxpt.
Usage
energyloss(yt, mxt, mxpt)
Arguments
yt
A tensor representing the target values.
mxt
A tensor representing the model's stochastic predictions.
mxpt
A tensor representing another draw of the model's stochastic predictions.
Value
A scalar representing the calculated energy loss.
engression documentation built on Nov. 22, 2023, 9:06 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
| energyloss | R Documentation |
Energy Loss Calculation
Description
This function calculates the energy loss for given tensors. The loss is calculated
as the mean of the L2 norms between yt and mxt and between yt and mxpt,
subtracted by half the mean of the L2 norm between mxt and mxpt.
Usage
energyloss(yt, mxt, mxpt)
Arguments
yt |
A tensor representing the target values. |
mxt |
A tensor representing the model's stochastic predictions. |
mxpt |
A tensor representing another draw of the model's stochastic predictions. |
Value
A scalar representing the calculated energy loss.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.