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Update Evaluate config - main #483

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merged 3 commits into from
Nov 25, 2024
Merged

Update Evaluate config - main #483

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7a1e5b7
Update config
Nov 22, 2024
c361594
Update ref_data
Nov 25, 2024
a237fba
Redo comments
Nov 25, 2024
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15 changes: 13 additions & 2 deletions config_templates/gretel/evaluate/default.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,18 @@
# a Synthetic Quality Score report for any two datasets

schema_version: "1.0"

name: "evaluate-model"
models:
- evaluate:
data_source: "__tmp__"
data_source: "__tmp__" # Output data source
ref_data:
"0": "__tmp__" # Original data source
"1": "__tmp__" # Optional test (holdout) data source for MIA
privacy_metrics:
quasi_identifier_count: 3
skip: false
skip_mia: false
skip_aia: false
pii_replay:
skip: false
entities: null
3 changes: 1 addition & 2 deletions config_templates/gretel/synthetics/amplify.yml
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Expand Up @@ -7,9 +7,8 @@
# If they are both null, the model will generate the same number of records as the training data.
# If they are both non-null values, the config will be invalid.

schema_version: '1.0'
schema_version: "1.0"
name: "data-amplification-model"

models:
- amplify:
data_source: __tmp__
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