| .component |
Evaluator at 0x7f471c462d10 | .inputs | | ['examples'] |
Channel of type 'Examples' (1 artifact) at 0x7f4824620b50 | .type_name | Examples | | ._artifacts | | [0] |
Artifact of type 'Examples' (uri: /tmpfs/tmp/tfx-Census Income Classification Pipeline-9ikbb3ld/CsvExampleGen/examples/1) at 0x7f4a04201d90 | .type | <class 'tfx.types.standard_artifacts.Examples'> | | .uri | /tmpfs/tmp/tfx-Census Income Classification Pipeline-9ikbb3ld/CsvExampleGen/examples/1 | | .span | 0 | | .split_names | ["train", "eval"] | | .version | 0 |
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|
| | ['model'] |
Channel of type 'Model' (1 artifact) at 0x7f4993e5cf10 | .type_name | Model | | ._artifacts | | [0] |
Artifact of type 'Model' (uri: /tmpfs/tmp/tfx-Census Income Classification Pipeline-9ikbb3ld/Trainer/model/5) at 0x7f4993df6810 | .type | <class 'tfx.types.standard_artifacts.Model'> | | .uri | /tmpfs/tmp/tfx-Census Income Classification Pipeline-9ikbb3ld/Trainer/model/5 |
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| | .outputs | | ['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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| | ['blessing'] |
Channel of type 'ModelBlessing' (1 artifact) at 0x7f471c462ad0 | .type_name | ModelBlessing | | ._artifacts | | [0] |
Artifact of type 'ModelBlessing' (uri: /tmpfs/tmp/tfx-Census Income Classification Pipeline-9ikbb3ld/Evaluator/blessing/6) at 0x7f477c1de9d0 | .type | <class 'tfx.types.standard_artifacts.ModelBlessing'> | | .uri | /tmpfs/tmp/tfx-Census Income Classification Pipeline-9ikbb3ld/Evaluator/blessing/6 |
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| | .exec_properties | | ['eval_config'] | {
"metrics_specs": [
{
"metrics": [
{
"class_name": "ExampleCount"
},
{
"class_name": "BinaryAccuracy"
},
{
"class_name": "FairnessIndicators",
"config": "{ \"thresholds\": [0.5] }"
}
]
}
],
"model_specs": [
{
"label_key": "Over-50K"
}
],
"options": {
"compute_confidence_intervals": true
},
"slicing_specs": [
{},
{
"feature_keys": [
"Race"
]
},
{
"feature_keys": [
"Sex"
]
},
{
"feature_keys": [
"Race",
"Sex"
]
}
]
} | | ['feature_slicing_spec'] | None | | ['fairness_indicator_thresholds'] | null | | ['example_splits'] | null | | ['module_file'] | None | | ['module_path'] | None |
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