quality_metrics

Define the available quality metrics to validate the explanation quality.

QualityMetrics

Quality metrics object.

Sensitivity

Sensitivity object.

Parameters:

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

name: str = 'sensitivity'

number_of_perturbations: int = 10

Infidelity

Infidelity object.

Parameters:

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

name: str = 'infidelity'

number_of_perturbations: int = 10