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Table 1 The various parameter values that comprised the experimental setup were tested on real-world datasets

From: Sarve: synthetic data and local differential privacy for private frequency estimation

Experimental setup identifier Values of ε Dataset name Number of observations = N Number of categorical attributes = D Number of allowed values for each attribute = A
ES_Real_1 [ln(2), ln(3), ln(4), ln(5), ln(6), ln(7)] UCI Adult 45,222 9 [7, 16, 7, 14, 6, 5, 2, 41, 2]
ES_Real_2 [ln(2), ln(3), ln(4), ln(5), ln(6), ln(7)] UCI Nursery 12,960 9 [3, 5, 4, 4, 3, 2, 3, 3, 5]
ES_Real_3 [ln(2), ln(3), ln(4), ln(5), ln(6), ln(7)] MS-FIMU 88,935 6 [3, 3, 8, 12, 37, 11]
ES_Real_4 [2, 3, 4, 5, 6, 7] UCI Adult 45,222 9 [7, 16, 7, 14, 6, 5, 2, 41, 2]
ES_Real_5 [2, 3, 4, 5, 6, 7] UCI Nursery 12,960 9 [3, 5, 4, 4, 3, 2, 3, 3, 5]
ES_Real_6 [2, 3, 4, 5, 6, 7] MS-FIMU 88,935 6 [3, 3, 8, 12, 37, 11]