.. _Build NeurEco Classification model GUI:

Build NeurEco Classification model with GUI
#############################################

* Fill in the **Settings** tab, the build parameters are explained in the table below:

  .. figure:: ../../../../images/GUIClassificationSettingsToFill.png
    :width: 700
    :alt: Settings to build a Classification model
    :align: center

    Settings to build a Classification model

* Press **Build** button

* Once the **Build** started, the **Training**, **Evaluation**, **Metrics** and **Export** panels become available. The moment the first model is saved to the checkpoint, these panels can be used as usual. 
    
.. _NeurEco Classification build parameters GUI:

Build parameters 
===========================================

.. csv-table:: Minimum Settings to build a Tabular Classification model
  :file: csv_tables/SettingsBuildTabularClassificationGUI.csv
  :header-rows: 1
  :class: longtable
  :widths: 4, 7
  :delim: ;
  :align: center

.. _NeurEco Classification advanced parameters GUI:

Advanced parameters
===========================================

.. csv-table:: Advanced Settings to build a Tabular Classification model
  :file: csv_tables/AdvancedSettingsBuildTabularClassificationGUI.csv
  :header-rows: 1
  :class: longtable
  :widths: 4, 7
  :delim: ;
  :align: center
   
.. _Data normalization for Tabular Classification:

Data normalization for Tabular Classification
=====================================================

.. csv-table:: Advanced Settings for the Data normalization
  :file: csv_tables/NormalizationSettingsBuildTabularClassificationGUI.csv
  :header-rows: 1
  :class: longtable
  :widths: 4, 7
  :delim: ;
  :align: center

.. include:: ../../CommonParts/NormalizationTabularPerFeatureGUICompression.rst

.. include:: ../../CommonParts/NormalizationTabular.rst


.. _Particular cases of Build for a Tabular Classification:

Particular cases of Build for a Tabular Classification
===========================================================

.. _Select a model from a checkpoint and improve it Classification GUI:

Select a model from a checkpoint and improve it
------------------------------------------------

.. include:: ../../CommonParts/Choose model and apply final learning GUI part1.rst
It is possible to export the chosen model as it is from the checkpoint, see :std:ref:`Export NeurEco Classification model with GUI`.

.. include:: ../../CommonParts/Choose model and apply final learning GUI part2.rst

See :std:ref:`Tutorial select a model from a checkpoint python` for the illustration of this option in the Python API.


.. _Limit the size of the NeurEco model during Build:

Limit the size of the NeurEco model during Build
------------------------------------------------------

In **Advanced Settings** set the **Links maximum number**. 

.. include:: ../../CommonParts/Limit the size of the NeurEco model.rst