simpleml.models.classifiers.sklearn.multiclass module¶
Wrapper module around sklearn.multiclass
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class
simpleml.models.classifiers.sklearn.multiclass.
SklearnOneVsOneClassifier
(has_external_files=True, external_model_kwargs={}, params={}, **kwargs)[source]¶ Bases:
simpleml.models.base_model.BaseModel
,simpleml.models.classifiers.classification_mixin.ClassificationMixin
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created_timestamp
¶
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feature_metadata
¶
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filepaths
¶
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has_external_files
¶
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hash_
¶
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id
¶
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metadata_
¶
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modified_timestamp
¶
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name
¶
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params
¶
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pipeline
¶
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pipeline_id
¶
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project
¶
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registered_name
¶
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version
¶
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version_description
¶
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class
simpleml.models.classifiers.sklearn.multiclass.
SklearnOneVsRestClassifier
(has_external_files=True, external_model_kwargs={}, params={}, **kwargs)[source]¶ Bases:
simpleml.models.base_model.BaseModel
,simpleml.models.classifiers.classification_mixin.ClassificationMixin
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created_timestamp
¶
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feature_metadata
¶
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filepaths
¶
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has_external_files
¶
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hash_
¶
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id
¶
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metadata_
¶
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modified_timestamp
¶
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name
¶
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params
¶
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pipeline
¶
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pipeline_id
¶
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project
¶
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registered_name
¶
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version
¶
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version_description
¶
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class
simpleml.models.classifiers.sklearn.multiclass.
SklearnOutputCodeClassifier
(has_external_files=True, external_model_kwargs={}, params={}, **kwargs)[source]¶ Bases:
simpleml.models.base_model.BaseModel
,simpleml.models.classifiers.classification_mixin.ClassificationMixin
-
created_timestamp
¶
-
feature_metadata
¶
-
filepaths
¶
-
has_external_files
¶
-
hash_
¶
-
id
¶
-
metadata_
¶
-
modified_timestamp
¶
-
name
¶
-
params
¶
-
pipeline
¶
-
pipeline_id
¶
-
project
¶
-
registered_name
¶
-
version
¶
-
version_description
¶
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-
class
simpleml.models.classifiers.sklearn.multiclass.
WrappedSklearnOneVsOneClassifier
(estimator, n_jobs=None)[source]¶ Bases:
sklearn.multiclass.OneVsOneClassifier
,simpleml.models.classifiers.external_models.ClassificationExternalModelMixin
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class
simpleml.models.classifiers.sklearn.multiclass.
WrappedSklearnOneVsRestClassifier
(estimator, n_jobs=None)[source]¶ Bases:
sklearn.multiclass.OneVsRestClassifier
,simpleml.models.classifiers.external_models.ClassificationExternalModelMixin
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class
simpleml.models.classifiers.sklearn.multiclass.
WrappedSklearnOutputCodeClassifier
(estimator, code_size=1.5, random_state=None, n_jobs=None)[source]¶ Bases:
sklearn.multiclass.OutputCodeClassifier
,simpleml.models.classifiers.external_models.ClassificationExternalModelMixin