.. _f-optreeensembleclassifierpcpython-39-x8664-linux-gnu: module ``onnxrt.ops_cpu.op_tree_ensemble_classifier_p_`` ======================================================== Short summary +++++++++++++ module ``mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier_p_`` Implements runtime for operator TreeEnsembleClassifier. The code is inspired from `tree_ensemble_Classifier.cc `_ in :epkg:`onnxruntime`. :githublink:`%|py|0` Classes +++++++ +----------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | class | truncated documentation | +==============================================================================================================================================+===================================================================================================================================================================================================================================================+ | :class:`RuntimeTreeEnsembleClassifierPDouble ` | Implements double runtime for operator TreeEnsembleClassifier. The code is inspired from `tree_ensemble_Classifier.cc `_ ... | +----------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :class:`RuntimeTreeEnsembleClassifierPFloat ` | Implements float runtime for operator TreeEnsembleClassifier. The code is inspired from `tree_ensemble_Classifier.cc `_ ... | +----------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ Properties ++++++++++ +------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | property | truncated documentation | +================================================================================================================================================+==================================================================================+ | :meth:`base_values_ ` | See :ref:`lpyort-TreeEnsembleClassifierDouble`. | +------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`base_values_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`has_missing_tracks_ ` | Tells if the model handles missing values. | +------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`has_missing_tracks_ ` | Tells if the model handles missing values. | +------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`n_classes_ ` | See :ref:`lpyort-TreeEnsembleClassifierDouble`. | +------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`n_classes_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`nodes_modes_ ` | Returns the mode for every node. | +------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`nodes_modes_ ` | Returns the mode for every node. | +------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`omp_N_ ` | Number of observations above which the computation is parallelized. | +------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`omp_N_ ` | Number of observations above which the computation is parallelized. | +------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`omp_tree_ ` | Number of trees above which the computation is parallelized for one observation. | +------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`omp_tree_ ` | Number of trees above which the computation is parallelized for one observation. | +------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`post_transform_ ` | See :ref:`lpyort-TreeEnsembleClassifierDouble`. | +------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`post_transform_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`roots_ ` | Returns the roots indices. | +------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`roots_ ` | Returns the roots indices. | +------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`same_mode_ ` | Tells if all nodes applies the same rule for thresholds. | +------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`same_mode_ ` | Tells if all nodes applies the same rule for thresholds. | +------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ Documentation +++++++++++++ .. automodule:: mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier_p_ :members: :special-members: __init__ :show-inheritance: