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fix max_auc for summary without slices

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Before: shows the AUC of the result with the max attacker advantage
Expected and fixed: shows the AUC of the result with max AUC
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Lucas Lange 2021-06-10 11:09:53 +02:00 committed by GitHub
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commit 042a33a008
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tensorflow_privacy/privacy/privacy_tests/membership_inference_attack/data_structures.py
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@ -678,7 +678,7 @@ class AttackResults:
summary = [] summary = []
# Summary over all slices # Summary over all slices
max_auc_result_all = self.get_result_with_max_attacker_advantage() max_auc_result_all = self.results.get_result_with_max_auc()
summary.append('Best-performing attacks over all slices') summary.append('Best-performing attacks over all slices')
summary.append( summary.append(
' %s (with %d training and %d test examples) achieved an AUC of %.2f on slice %s' ' %s (with %d training and %d test examples) achieved an AUC of %.2f on slice %s'