.. _`Fit Dataset (Experimental)`:

.. _`com.sympathyfordata.advancedmachinelearning.fitdataset`:

Fit Dataset (Experimental)
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.. image:: fit_ds.svg
   :width: 48


Trains a model by fitting to dataset.




Documentation
:::::::::::::

Creates a fitted model object from model input and dataset representation


Definition
::::::::::


Input ports
...........

    **in-model**
        | Type: model
        | Description: Input model
    **X**
        | Type: dataset
        | Description: Input dataset
    **sample_weights**
        | Type: table
        | Description: sample_weights
        | Optional number of ports: 0--1 (default: 0)
        

Output ports
............

    **out-model**
        | Type: model
        | Description: Output model









Examples
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The node can be found in:

* :download:`image_binary_classification.syx </Examples/Advanced Machine Learning/image_binary_classification.syx>`

* :download:`tabular_binary_classification.syx </Examples/Advanced Machine Learning/tabular_binary_classification.syx>`




Implementation
..............

.. automodule:: node_ml_application
    :noindex:

.. class:: FitDataSet
    :noindex: