Statements (35)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
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 |
| https://www.w3.org/2000/01/rdf-schema#label |
Amazon SageMaker Clarify
|
| 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 |
6
|