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edit the summary string for privacy risk scores

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This commit is contained in:
Liwei Song 2020-12-10 18:06:08 -05:00
parent e72ff861a1
commit b5dd6bee71
1 changed files with 2 additions and 1 deletions
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tensorflow_privacy/privacy/membership_inference_attack/data_structures.py
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@ -566,7 +566,7 @@ class SingleRiskScoreResult:
""" """
meaningful_threshold_list, precision_list, recall_list = self.attack_with_varied_thresholds(threshold_list) meaningful_threshold_list, precision_list, recall_list = self.attack_with_varied_thresholds(threshold_list)
summary = [] summary = []
summary.append('\nPrivacy risk score analysis over slice: \"%s\"' % summary.append('Privacy risk score analysis over slice: \"%s\"' %
str(self.slice_spec)) str(self.slice_spec))
for i in range(len(meaningful_threshold_list)): for i in range(len(meaningful_threshold_list)):
summary.append(' with %.5f as the threshold on privacy risk score, the precision-recall pair is (%.5f, %.5f)' % summary.append(' with %.5f as the threshold on privacy risk score, the precision-recall pair is (%.5f, %.5f)' %
@ -589,6 +589,7 @@ class RiskScoreResults:
single_summary = single_result.collect_results() single_summary = single_result.collect_results()
for line in single_summary: for line in single_summary:
summary.append(line) summary.append(line)
summary.append('\n')
return '\n'.join(summary) return '\n'.join(summary)