.. _f-onnxruntimeperfbinclass:

module ``external.onnxruntime_perf_binclass``
=============================================





.. inheritance-diagram:: pymlbenchmark.external.onnxruntime_perf_binclass


Short summary
+++++++++++++

module ``pymlbenchmark.external.onnxruntime_perf_binclass``

Implements a benchmark for a binary classification
about performance for :epkg:`OnnxInference`.


:githublink:`%|py|6`




Classes
+++++++

+-------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------+
| class                                                                                                                                                 | truncated documentation                                                                                                |
+=======================================================================================================================================================+========================================================================================================================+
| :class:`OnnxRuntimeBenchPerfTestBinaryClassification <pymlbenchmark.external.onnxruntime_perf_binclass.OnnxRuntimeBenchPerfTestBinaryClassification>` | Specific test to compare computing time predictions with :epkg:`scikit-learn` and :epkg:`onnxruntime` for a binary ... |
+-------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------+










Methods
+++++++

+----------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| method                                                                                                                                             | truncated documentation                                                                                                       |
+====================================================================================================================================================+===============================================================================================================================+
| :py:meth:`_get_random_dataset <pymlbenchmark.external.onnxruntime_perf_binclass.OnnxRuntimeBenchPerfTestBinaryClassification._get_random_dataset>` | Returns a random datasets.                                                                                                    |
+----------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :meth:`fcts <pymlbenchmark.external.onnxruntime_perf_binclass.OnnxRuntimeBenchPerfTestBinaryClassification.fcts>`                                  | Returns a few functions, tests methods *perdict*, *predict_proba* for both :epkg:`scikit-learn` and :epkg:`OnnxInference` ... |
+----------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+


Documentation
+++++++++++++

.. automodule:: pymlbenchmark.external.onnxruntime_perf_binclass
    :members:
    :special-members: __init__
    :show-inheritance: