pjml.data.communication.report.Report¶
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class
pjml.data.communication.report.
Report
(text: str = 'Default report r=$r', **kwargs)[source]¶ Report printer.
$r prints ‘r’ {dataset.name} prints the dataset name {dataset.failure} prints the failure
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__init__
(text: str = 'Default report r=$r', **kwargs)[source]¶ Initialize self. See help(type(self)) for accurate signature.
Methods
__init__
(text, **kwargs)Initialize self. default_config
()Create a copy of the component default configuration. disable_pretty_printing
()Disable the pretty-printing. dual_transform
(train, …)enable_pretty_printing
()Enable the pretty-printing. updated
(**kwargs)Clone this component, optionally replacing given params. Attributes
cfserialized
cfuuid
UUID excluding ‘model’ and ‘enhance’ flags. cs1
Convert component into a config space with a single component inside it. enhancer
id
Short uuID First 8 chars of uuid, usually for printing purposes. jsonable
longname
model
name
path
pretty_printing
serialized
sid
Short uuID First 6 chars of uuid, usually for printing purposes. transformations
Invisible components produce no transformations, so they need to override the list of expected transformations with []. unwrap
Subpipeline inside the first Wrap(). uuid
Lazily calculated unique identifier for this dataset. wrapped
Same as unwrap(), but with the external container Wrap. -
classmethod
default_config
() → Dict[str, Any][source]¶ Create a copy of the component default configuration.
Returns: - dict
Copy of the component default configuration.
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id
[source]¶ Short uuID First 8 chars of uuid, usually for printing purposes. First collision expect after 12671943 combinations. :return:
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transformations
[source]¶ Invisible components produce no transformations, so they need to override the list of expected transformations with [].
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unwrap
[source]¶ Subpipeline inside the first Wrap().
Hopefully there is only one Wrap in the pipeline. This method performs a depth-first search.
Examples
>>> pipe = Pipeline( >>> File(name='iris.arff'), >>> Wrap(Std(), SVMC()), >>> Metric(function='accuracy') >>> ) >>> pipe.unwrap # -> Chain(Std(), SVMC())
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updated
(**kwargs)[source]¶ Clone this component, optionally replacing given params.
Returns: - A ready to use component.
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uuid
¶ Lazily calculated unique identifier for this dataset.
Should be accessed direct as a class member: ‘uuid’.
Returns: - A unique identifier UUID object.
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