Comments (3)
for search indexing, results in text:
`
metric_validations_per_slice {
slice_key {
}
failures {
metric_key {
name: "precision"
model_name: "candidate"
}
metric_threshold {
value_threshold {
lower_bound {
value: 0.9
}
upper_bound {
value: 1.1
}
}
}
metric_value {
double_value {
}
}
}
}
`
from model-analysis.
This is an artifact of proto3 where when a value is 0 it is not displayed. The validation appears to be working correctly since a value of 0 is below the lower_bound threshold of 0.9. Need to investigate why precision is 0.
from model-analysis.
ok thanks! i'll close ticket.
from model-analysis.
Related Issues (20)
- Unable to use custom Keras metrics with TFX evaluator component HOT 4
- AttributeError: partially initialized module error, test.py HOT 2
- Incorrect Documentation for MetricConfig
- Custom multilabel Keras metrics: dynamically initialize weight shape HOT 1
- Fairness indicator metrics do not show up HOT 5
- Validation bug when using feature values as slicing specs HOT 2
- No longer compatible with Dataflow runner v1 after v0.29
- Renaming Custom Layer breaks TFMA Evaluator HOT 6
- Error in merge_accumulators when using keras metrics on dataflow HOT 3
- TFMA analyze_raw_data function support with MultiClassConfusionMatrixPlot HOT 3
- Analytics HOT 1
- Breaking changes: tfma.metrics.MetricComputation `preprocessor` argument changed from accepting beam DoFn to `preprocessors` accepting a list of `Preprocessor` HOT 1
- Move to numpy >=1.20 because <1.20 is difficult to build on Apple Silicon HOT 4
- TFMA on Flink does not seems to be parallelizing work. HOT 5
- only integer values should be passed to num_instances metric. HOT 3
- Render_plot is failing HOT 2
- Feat: Have ability to return the HTML rather than creating the plots HOT 1
- CVE in Pyarrow dependency HOT 1
- CNN HOT 2
- pip install tensorflow-model-analysis fails on WSL2 on Windows 11 HOT 2
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from model-analysis.