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add uncertainty estimation docs #471

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Aug 11, 2023
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add uncertainty estimation docs #471

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1ddcc93
add uncertainty estimation docs
FrankKr Aug 4, 2023
1d416b2
Merge branch 'main' into docs/KTPS-2925-uncertainty-estimation
FrankKr Aug 11, 2023
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1 change: 1 addition & 0 deletions docs/_static/uncertainty_estimation.svg
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3 changes: 3 additions & 0 deletions docs/_static/uncertainty_estimation.svg.license
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SPDX-FileCopyrightText: 2017-2023 Contributors to the OpenSTEF project <[email protected]>

SPDX-License-Identifier: MPL-2.0
12 changes: 11 additions & 1 deletion docs/methodology_train_predict.rst
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Expand Up @@ -13,4 +13,14 @@ of these functionalities, a schematic depiction is given here.

.. figure:: _static/methodology_train_predict.svg
:alt: Methodology overview
`Source file <_static/methodology_train_predict.pptx>`__
`Source file <_static/methodology_train_predict.pptx>`__


OpenSTEF provides confidence estimates of it's forecasts.
Two methods are available. The figure below explains the differences
and similarities between the two methods, as well as provide recommendations
on how to the confidence estimations should be used.

.. figure:: _static/uncertainty_estimation.svg
:alt: Uncertainty estimation
`Source file <_static/methodology_train_predict.pptx>`__
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