.. _f-optreeensembleclassifiercpython-39-x8664-linux-gnu: module ``onnxrt.ops_cpu.op_tree_ensemble_classifier_`` ====================================================== Short summary +++++++++++++ module ``mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier_`` 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:`RuntimeTreeEnsembleClassifierDouble ` | Implements runtime for operator TreeEnsembleClassifier. The code is inspired from `tree_ensemble_classifier.cc `_ ... | +------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :class:`RuntimeTreeEnsembleClassifierFloat ` | Implements runtime for operator TreeEnsembleClassifier. The code is inspired from `tree_ensemble_classifier.cc `_ ... | +------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ Properties ++++++++++ +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | property | truncated documentation | +===================================================================================================================================================+=========================================================================================================================+ | :meth:`base_values_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`base_values_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`class_count_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`class_count_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`class_ids_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`class_ids_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`class_nodeids_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`class_nodeids_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`class_treeids_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`class_treeids_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`class_weights_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`class_weights_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`classlabels_int64s_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`classlabels_int64s_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`consecutive_leaf_data_ ` | Tells if there are two consecutive targets sharing the same node and the same tree (it should not happen in 1D target). | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`consecutive_leaf_data_ ` | Tells if there are two consecutive targets sharing the same node and the same tree (it should not happen in 1D target). | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`missing_tracks_true_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`missing_tracks_true_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`nodes_falsenodeids_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`nodes_falsenodeids_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`nodes_featureids_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`nodes_featureids_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`nodes_hitrates_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`nodes_hitrates_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`nodes_modes_ ` | | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`nodes_modes_ ` | | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`nodes_nodeids_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`nodes_nodeids_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`nodes_treeids_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`nodes_treeids_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`nodes_truenodeids_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`nodes_truenodeids_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`nodes_values_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`nodes_values_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :meth:`post_transform_ ` | See :ref:`lpyort-TreeEnsembleClassifier`. | +---------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :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_ :members: :special-members: __init__ :show-inheritance: