.. _f-optreeensembleclassifier: module ``onnxrt.ops_cpu.op_tree_ensemble_classifier`` ===================================================== .. inheritance-diagram:: mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier Short summary +++++++++++++ module ``mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier`` Runtime operator. :githublink:`%|py|7` Classes +++++++ +---------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | class | truncated documentation | +=======================================================================================================================================+=======================================================================================================================================================================================================================================================+ | :class:`TreeEnsembleClassifier_1 ` | | +---------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :class:`TreeEnsembleClassifier_3 ` | TreeEnsembleClassifier (ai.onnx.ml) =================================== Tree Ensemble classifier. Returns the top class ... | +---------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :class:`TreeEnsembleClassifier_3 ` | TreeEnsembleClassifier (ai.onnx.ml) =================================== Tree Ensemble classifier. Returns the top class ... | +---------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :class:`TreeEnsembleClassifierCommon ` | | +---------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :class:`TreeEnsembleClassifierDouble ` | TreeEnsembleClassifierDouble (mlprodict) ======================================== **Version** *Onnx name:* `TreeEnsembleClassifierDouble `_ ... | +---------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :class:`TreeEnsembleClassifierDoubleSchema ` | Defines a schema for operators added in this package such as :class:`TreeEnsembleClassifierDouble`. | +---------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ Properties ++++++++++ +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | property | truncated documentation | +=========================================================================================================================================+=======================================================================================================================+ | :meth:`args_default ` | Returns the list of arguments as well as the list of parameters with the default values (close to the signature). ... | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`args_default ` | Returns the list of arguments as well as the list of parameters with the default values (close to the signature). ... | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`args_default ` | Returns the list of arguments as well as the list of parameters with the default values (close to the signature). ... | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`args_default ` | Returns the list of arguments as well as the list of parameters with the default values (close to the signature). ... | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`args_default ` | Returns the list of arguments as well as the list of parameters with the default values (close to the signature). ... | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`args_default_modified ` | Returns the list of modified parameters. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`args_default_modified ` | Returns the list of modified parameters. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`args_default_modified ` | Returns the list of modified parameters. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`args_default_modified ` | Returns the list of modified parameters. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`args_default_modified ` | Returns the list of modified parameters. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`args_mandatory ` | Returns the list of optional arguments. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`args_mandatory ` | Returns the list of optional arguments. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`args_mandatory ` | Returns the list of optional arguments. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`args_mandatory ` | Returns the list of optional arguments. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`args_mandatory ` | Returns the list of optional arguments. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`args_optional ` | Returns the list of optional arguments. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`args_optional ` | Returns the list of optional arguments. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`args_optional ` | Returns the list of optional arguments. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`args_optional ` | Returns the list of optional arguments. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`args_optional ` | Returns the list of optional arguments. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`atts_value ` | Returns all parameters in a dictionary. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`atts_value ` | Returns all parameters in a dictionary. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`atts_value ` | Returns all parameters in a dictionary. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`atts_value ` | Returns all parameters in a dictionary. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`atts_value ` | Returns all parameters in a dictionary. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`nb_classes ` | Returns the number of expected classes. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`nb_classes ` | Returns the number of expected classes. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`nb_classes ` | Returns the number of expected classes. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`nb_classes ` | Returns the number of expected classes. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`nb_classes ` | Returns the number of expected classes. | +-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ Methods +++++++ +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | method | truncated documentation | +==========================================================================================================================================================+=========================================================================================================================================================================================================================+ | :py:meth:`__init__ ` | | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`__init__ ` | | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`__init__ ` | | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`__init__ ` | | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`__init__ ` | | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`__init__ ` | | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_find_custom_operator_schema ` | Finds a custom operator defined by this runtime. | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_find_custom_operator_schema ` | Finds a custom operator defined by this runtime. | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_find_custom_operator_schema ` | Finds a custom operator defined by this runtime. | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_find_custom_operator_schema ` | Finds a custom operator defined by this runtime. | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_find_custom_operator_schema ` | Finds a custom operator defined by this runtime. | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_get_typed_attributes ` | | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_get_typed_attributes ` | | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_get_typed_attributes ` | | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_get_typed_attributes ` | | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_get_typed_attributes ` | | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_init ` | | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_init ` | | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_init ` | | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_init ` | | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_init ` | | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_run ` | This is a C++ implementation coming from :epkg:`onnxruntime`. `tree_ensemble_classifier.cc `_. ... | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_run ` | This is a C++ implementation coming from :epkg:`onnxruntime`. `tree_ensemble_classifier.cc `_. ... | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_run ` | This is a C++ implementation coming from :epkg:`onnxruntime`. `tree_ensemble_classifier.cc `_. ... | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_run ` | This is a C++ implementation coming from :epkg:`onnxruntime`. `tree_ensemble_classifier.cc `_. ... | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_run ` | This is a C++ implementation coming from :epkg:`onnxruntime`. `tree_ensemble_classifier.cc `_. ... | +----------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ Documentation +++++++++++++ .. automodule:: mlprodict.onnxrt.ops_cpu.op_tree_ensemble_classifier :members: :special-members: __init__ :show-inheritance: