.. _`Split Data for Cross Validation`:

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

Split Data for Cross Validation
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. image:: cv_mux.svg
   :width: 48


Partitions the data as per given training and test indicies. Returns list of tuples: (X training, Y training, X test, Y test)

:Configuration:




:Inputs:
    **splits** : [(table, table)]
        splits
    **data** : table
        data

:Outputs:
    **out** : sylist(sytuple(sytypes(sygroup("data")), sytypes(sygroup("data"))))
        out

*Ports*:

    **Inputs**:

        :splits: [(table, table)]

            splits
        :data: table

            data

    **Outputs**:

        :out: ['sylist', ['sytuple', ['sytypes', ['sygroup', 'data']], ['sytypes', ['sygroup', 'data']]]]

            out

*Configuration*:



.. automodule:: node_crossvalidation

.. class:: CrossVal_split