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fiftyone.utils.eval.classification.BinaryEvaluationConfig

class documentation

class BinaryEvaluationConfig(ClassificationEvaluationConfig): (source)

Constructor: BinaryEvaluationConfig(pred_field, gt_field, custom_metrics, **kwargs)

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Binary evaluation config.

Parameters
pred_fieldthe name of the field containing the predicted fiftyone.core.labels.Classification instances
gt_fieldthe name of the field containing the ground truth
custom_metricsan optional list of custom metrics to compute or dict mapping metric names to kwargs dicts
Property method The name of the method.

Inherited from ClassificationEvaluationConfig:

Method __init__ Undocumented
Instance Variable gt_field Undocumented
Instance Variable pred_field Undocumented
Property type The type of run.

Inherited from BaseRunConfig (via ClassificationEvaluationConfig, BaseEvaluationMethodConfig, EvaluationMethodConfig):

Class Method from_dict Constructs a BaseRunConfig from a serialized JSON dict representation of it.
Static Method base_config_cls Returns the config class for the given run type.
Method attributes Returns the list of class attributes that will be serialized by serialize.
Method build Builds the BaseRun instance associated with this config.
Method load_credentials Loads any necessary credentials from the given keyword arguments or the relevant FiftyOne config.
Property cls The fully-qualified name of this BaseRunConfig class.
Property run_cls The BaseRun class associated with this config.
Class Method _virtual_attributes A list of attributes that are serialized but should not be treated as parameters when loading the config class from the database.

Inherited from Config (via ClassificationEvaluationConfig, BaseEvaluationMethodConfig, EvaluationMethodConfig, BaseRunConfig):

Method __repr__ Undocumented