quality_metrics

Define the available quality metrics to validate the explanation quality.

Classes:

Name	Description
QualityMetrics	Quality metrics object.
Sensitivity	Sensitivity object.
Infidelity	Infidelity object.

QualityMetrics

Quality metrics object.

Sensitivity

Sensitivity object.

Parameters:

Name	Type	Description	Default
name		The metric name.	required
number_of_perturbations	int	The number of perturbations. The higher, the more accurate, byt computationally expensive.	10

Attributes:

Name	Type	Description
name	str
number_of_perturbations	int

name: str = 'sensitivity'

number_of_perturbations: int = 10

Infidelity

Infidelity object.

Parameters:

Name	Type	Description	Default
name	str	The metric name, default infidelity.	required
number_of_perturbations	int	The number of perturbations. The higher, the more accurate, byt computationally expensive.	10

Attributes:

Name	Type	Description
name	str
number_of_perturbations	int

name: str = 'infidelity'

number_of_perturbations: int = 10