| .component |
ModelCardGenerator at 0x7f46fc72d7d0 | .inputs | | ['statistics'] |
Channel of type 'ExampleStatistics' (1 artifact) at 0x7f4993efbfd0 | .type_name | ExampleStatistics | | ._artifacts | | [0] |
Artifact of type 'ExampleStatistics' (uri: /tmpfs/tmp/tfx-Census Income Classification Pipeline-9ikbb3ld/StatisticsGen/statistics/2) at 0x7f49af411850 | .type | <class 'tfx.types.standard_artifacts.ExampleStatistics'> | | .uri | /tmpfs/tmp/tfx-Census Income Classification Pipeline-9ikbb3ld/StatisticsGen/statistics/2 | | .span | 0 | | .split_names | ["train", "eval"] |
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| | ['evaluation'] |
Channel of type 'ModelEvaluation' (1 artifact) at 0x7f471c462650 | .type_name | ModelEvaluation | | ._artifacts | | [0] |
Artifact of type 'ModelEvaluation' (uri: /tmpfs/tmp/tfx-Census Income Classification Pipeline-9ikbb3ld/Evaluator/evaluation/6) at 0x7f499c890850 | .type | <class 'tfx.types.standard_artifacts.ModelEvaluation'> | | .uri | /tmpfs/tmp/tfx-Census Income Classification Pipeline-9ikbb3ld/Evaluator/evaluation/6 |
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| | .outputs | | ['model_card'] |
Channel of type 'ModelCard' (1 artifact) at 0x7f4994385150 | .type_name | ModelCard | | ._artifacts | | [0] |
Artifact of type 'ModelCard' (uri: /tmpfs/tmp/tfx-Census Income Classification Pipeline-9ikbb3ld/ModelCardGenerator/model_card/7) at 0x7f423c816d90 | .type | <class 'model_card_toolkit.tfx.artifact.ModelCard'> | | .uri | /tmpfs/tmp/tfx-Census Income Classification Pipeline-9ikbb3ld/ModelCardGenerator/model_card/7 |
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| | .exec_properties | | ['json'] | {"model_details": {"owners": [{"name": "Model Cards Team", "contact": "model-cards@google.com"}]}, "considerations": {"ethical_considerations": [{"name": "We risk expressing the viewpoint that the attributes in this dataset are the only ones that are predictive of someone\u2019s income, even though we know this is not the case.", "mitigation_strategy": "As mentioned, some interventions may need to be performed to address the class imbalances in the dataset."}]}} | | ['template_io'] | None |
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