Table 3 DP-SMSN algorithm in 3DRoad data set.
From: Differentially private density estimation with skew-normal mixtures model
k | 2 | 3 | 4 | 5 | 6 | 7 | 8 |
|---|---|---|---|---|---|---|---|
DPGMM | |||||||
AIC | 4,350,524 | 4,242,447 | 4,103,088 | 4,057,006 | 4,006,059 | 3,957,658 | 3,882,209 |
BIC | 4,350,733 | 4,242,766 | 4,103,516 | 4,057,544 | 4,006,707 | 3,958,415 | 3,883,077 |
DP-MSNM | |||||||
AIC | 4,194,876 | 4,148,930 | 4,139,086 | 3,995,200 | 3,941,379 | 3,898,330 | 3,904,047 |
BIC | 4,195,150 | 4,149,348 | 4,139,646 | 3,995,903 | 3,942,225 | 3,899,318 | 3,905,178 |
