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gptkbp:instanceOf
|
gptkb:machine_learning_service_feature
|
|
gptkbp:accessibleBy
|
gptkb:AWS_CLI
gptkb:AWS_Management_Console
gptkb:SageMaker_Python_SDK
|
|
gptkbp:announced
|
2020-12-01
|
|
gptkbp:availableOn
|
gptkb:AWS_Cloud
|
|
gptkbp:developedBy
|
gptkb:Amazon
|
|
gptkbp:documentation
|
https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-processing-job.html
|
|
gptkbp:feature
|
gptkb:SHAP_values
feature importance
model explainability
bias detection
data bias analysis
model bias analysis
|
|
gptkbp:integratesWith
|
gptkb:Amazon_SageMaker_Pipelines
gptkb:Amazon_SageMaker_Studio
|
|
gptkbp:partOf
|
gptkb:Amazon_SageMaker
|
|
gptkbp:priceRange
|
pay-as-you-go
|
|
gptkbp:provides
|
model explainability reports
post-training bias analysis
pre-training bias analysis
|
|
gptkbp:purpose
|
explain machine learning predictions
detect bias in machine learning models
|
|
gptkbp:regionAvailability
|
multiple AWS regions
|
|
gptkbp:relatedTo
|
model interpretability
responsible AI
AI fairness
|
|
gptkbp:supports
|
binary classification
regression
tabular data
multiclass classification
text data
|
|
gptkbp:bfsParent
|
gptkb:SageMaker_Studio
|
|
gptkbp:bfsLayer
|
7
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Amazon SageMaker Clarify
|