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Table 2 The various parameter values that comprised experimental setup tested on synthetic 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_Syn_1 [ln(2), ln(3), ln(4), ln(5), ln(6), ln(7)] 50K_5D 50,000 5 [10, 10, 10, 10, 10]
ES_Syn_2 [ln(2), ln(3), ln(4), ln(5), ln(6), ln(7)] 50K_10D 50,000 10 [10, 10, 10, 10, 10, 10, 10, 10, 10, 10]
ES_Syn_3 [ln(2), ln(3), ln(4), ln(5), ln(6), ln(7)] 500K_5D 500,000 5 [10, 10, 10, 10, 10]
ES_Syn_4 [ln(2), ln(3), ln(4), ln(5), ln(6), ln(7)] 500K_10D 500,000 10 [10, 10, 10, 10, 10, 10, 10, 10, 10, 10]
ES_Syn_5 [ln(2), ln(3), ln(4), ln(5), ln(6), ln(7)] 500K_10D_NU 500,000 10 [10, 20, 30, 40, 50, 60, 70, 80, 90, 100]
ES_Syn_6 [ln(2), ln(3), ln(4), ln(5), ln(6), ln(7)] 500K_20D_NU 500,000 20 [10, 10, 20, 20, 30, 30, 40, 40, 50, 50, 60, 60, 70, 70, 80, 80, 90, 90, 100, 100]
ES_Syn_7 [2, 3, 4, 5, 6, 7] 50K_5 D 50,000 5 [10, 10, 10, 10, 10]
ES_Syn_8 ara> [2, 3, 4, 5, 6, 7] 50K_10 D 50,000 10 [10, 10, 10, 10, 10, 10, 10, 10, 10, 10]
ES_Syn_9 [2, 3, 4, 5, 6, 7] 500K_5D 500,000 5 [10, 10, 10, 10, 10]
ES_Syn_10 [2, 3, 4, 5, 6, 7] 500K_10D 500,000 10 [10, 10, 10, 10, 10, 10, 10, 10, 10, 10]
ES_Syn_11 [2, 3, 4, 5, 6, 7] 500K_10D_NU 500,000 10 [10, 20, 30, 40, 50, 60, 70, 80, 90, 100]
ES_Syn_12 [2, 3, 4, 5, 6, 7] 500K_20D_NU 500,000 20 [10, 10, 20, 20, 30, 30, 40, 40, 50, 50, 60, 60, 70, 70, 80, 80, 90, 90, 100, 100]