.. _`Fit Transform`:

.. _`org.sysess.sympathy.machinelearning.fit_transform`:

Fit Transform
`````````````

.. image:: transform.svg
   :width: 48


Fits a transform model to the given data and computes the transformed data. 





Definition
::::::::::


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

    **in-model**  model
        Input model

    **input**  table
        Input table

    **Y** 0 - 1,  table
        Y


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

    **out-model**  model
        Output model

    **output**  table
        Output table




Configuration
.............

    **Output names** (names method)
        Method used to generate output names
    **Transpose output** (transpose)
        Transposes output data, suitable for large number of features (eg. word counts)









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

.. automodule:: node_application
    :noindex:

.. class:: FitTransform
    :noindex: