Add DCRBaselineProtection Metric #728
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…ete_dcr_baseline_protection
…ete_dcr_baseline_protection
Codecov ReportAll modified and coverable lines are covered by tests ✅
Additional details and impacted files@@ Coverage Diff @@
## dcr_feature_branch #728 +/- ##
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+ Coverage 95.39% 95.47% +0.07%
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Files 114 115 +1
Lines 4491 4570 +79
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+ Hits 4284 4363 +79
Misses 207 207
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lajohn4747
commented
Feb 26, 2025
| @@ -148,3 +148,16 @@ def allow_nan_array(attributes): | |||
| ret.append(entry) | |||
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| return ret | |||
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| def validate_num_samples_num_iteration(num_rows_subsample, num_iterations): | |||
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Putting this in a separate function as we reuse this for DCROverfittingProtection.
R-Palazzo
reviewed
Feb 26, 2025
tests/unit/single_table/privacy/test_dcr_baseline_protection.py
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Base automatically changed from
issue_720_dcr_baseline_protection
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dcr_feature_branch
February 26, 2025 15:12
frances-h
reviewed
Feb 26, 2025
R-Palazzo
approved these changes
Feb 27, 2025
frances-h
approved these changes
Feb 27, 2025
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resolves #720
CU-86b3w869f
Average of 84 secs to run a synthetic sample of size 1000 to run against the demo dataset
fake_hotels_guest(400 rows used for training and 100 rows used for validation) without subsampling.