.. _`Predict Probabilities`:

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

Predict Probabilities
`````````````````````

.. image:: probabilities.svg
   :width: 48


Uses a model to predict Y given X and returns the estimatedprobabilities for each class in Y




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

Applies a model to data. Uses the models implementation of the .predict_proba method to
predict Y given X. But instead of returning the value for Y, the estimated probabilites for
each class is returned.


Definition
::::::::::


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

    **in-model**
        | Type: model
        | Description: Input model
    **X**
        | Type: table
        | Description: X

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

    **Y**
        | Type: table
        | Description: Y



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

    **Output names** (names method)
        Method used to generate output names







Examples
........





The node can be found in:

* :download:`Metrics.syx </Examples/Sympathy for Data/MachineLearning/Metrics.syx>`




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

.. automodule:: node_application
    :noindex:

.. class:: PredictProbabilities
    :noindex: