.component |
Evaluator at 0x7f98da051250 .inputs | ['examples'] |
Channel of type 'Examples' (1 artifact) at 0x7f9bd28e6100 .type_name | Examples | ._artifacts | [0] |
Artifact of type 'Examples' (uri: /tmpfs/tmp/tfx-interactive-2023-07-28T09_30_08.401614-fwsxqb86/CsvExampleGen/examples/1) at 0x7f9c303605e0 .type | <class 'tfx.types.standard_artifacts.Examples'> | .uri | /tmpfs/tmp/tfx-interactive-2023-07-28T09_30_08.401614-fwsxqb86/CsvExampleGen/examples/1 | .span | 0 | .split_names | ["train", "eval"] | .version | 0 |
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| ['model'] |
Channel of type 'Model' (1 artifact) at 0x7f98da056e20 .type_name | Model | ._artifacts | [0] |
Artifact of type 'Model' (uri: /tmpfs/tmp/tfx-interactive-2023-07-28T09_30_08.401614-fwsxqb86/Trainer/model/6) at 0x7f9c30387040 .type | <class 'tfx.types.standard_artifacts.Model'> | .uri | /tmpfs/tmp/tfx-interactive-2023-07-28T09_30_08.401614-fwsxqb86/Trainer/model/6 |
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| ['baseline_model'] |
Channel of type 'Model' (0 artifacts) at 0x7f98da051760 .type_name | Model | ._artifacts | [] |
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| .outputs | ['evaluation'] |
Channel of type 'ModelEvaluation' (1 artifact) at 0x7f98d9921520 .type_name | ModelEvaluation | ._artifacts | [0] |
Artifact of type 'ModelEvaluation' (uri: /tmpfs/tmp/tfx-interactive-2023-07-28T09_30_08.401614-fwsxqb86/Evaluator/evaluation/8) at 0x7f98d99212b0 .type | <class 'tfx.types.standard_artifacts.ModelEvaluation'> | .uri | /tmpfs/tmp/tfx-interactive-2023-07-28T09_30_08.401614-fwsxqb86/Evaluator/evaluation/8 |
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| ['blessing'] |
Channel of type 'ModelBlessing' (1 artifact) at 0x7f98d99211c0 .type_name | ModelBlessing | ._artifacts | [0] |
Artifact of type 'ModelBlessing' (uri: /tmpfs/tmp/tfx-interactive-2023-07-28T09_30_08.401614-fwsxqb86/Evaluator/blessing/8) at 0x7f98d8ab9c10 .type | <class 'tfx.types.standard_artifacts.ModelBlessing'> | .uri | /tmpfs/tmp/tfx-interactive-2023-07-28T09_30_08.401614-fwsxqb86/Evaluator/blessing/8 |
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| .exec_properties | ['eval_config'] | {
"metrics_specs": [
{
"metrics": [
{
"class_name": "ExampleCount"
},
{
"class_name": "BinaryAccuracy",
"threshold": {
"change_threshold": {
"absolute": -1e-10,
"direction": "HIGHER_IS_BETTER"
},
"value_threshold": {
"lower_bound": 0.5
}
}
}
]
}
],
"model_specs": [
{
"label_key": "tips",
"preprocessing_function_names": [
"transform_features"
],
"signature_name": "serving_default"
}
],
"slicing_specs": [
{},
{
"feature_keys": [
"trip_start_hour"
]
}
]
} | ['feature_slicing_spec'] | None | ['fairness_indicator_thresholds'] | null | ['example_splits'] | null | ['module_file'] | None | ['module_path'] | None |
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|