:py:mod:`ForeTiS.model._baseline_model`
=======================================

.. py:module:: ForeTiS.model._baseline_model


Module Contents
---------------

Classes
~~~~~~~

.. autoapisummary::

   ForeTiS.model._baseline_model.BaselineModel




.. py:class:: BaselineModel(optuna_trial, datasets, featureset_name, pca_transform, target_column, optimize_featureset)

   Bases: :py:obj:`ForeTiS.model._base_model.BaseModel`, :py:obj:`abc.ABC`

   Parent class based on BaseModel for all baseline models to share functionalities
   See :obj:`~ForeTiS.model._base_model.BaseModel` for more information.

   .. py:method:: retrain(retrain)

      Implementation of the retraining for baseline models.
      See :obj:`~ForeTiS.model._base_model.BaseModel` for more information.


   .. py:method:: update(update, period)

      Implementation of the retraining for baseline models.
      See :obj:`~ForeTiS.model._base_model.BaseModel` for more information.


   .. py:method:: predict(X_in)

      Implementation of a prediction based on input features for baseline models.
      See :obj:`~ForeTiS.model._base_model.BaseModel` for more information.


   .. py:method:: train_val_loop(train, val)

      Implementation of a train and validation loop for baseline models.
      See :obj:`~ForeTiS.model._base_model.BaseModel` for more information.