Table 2 DP-SMSN algorithm in AIS data set.
From: Differentially private density estimation with skew-normal mixtures model
k | 2 | 3 | 4 | 5 | 6 | 7 | 8 |
|---|---|---|---|---|---|---|---|
DPGMM | |||||||
AIC | 2217.618 | 2178.371 | 2184.419 | 2187.219 | 2186.657 | 2180.705 | 2188.74 |
BIC | 2254.009 | 2234.611 | 2260.509 | 2283.159 | 2302.446 | 2316.344 | 2344.229 |
DP-MSNM | |||||||
AIC | 2174.956 | 2186.836 | 2204.82 | 2205.515 | 2208.153 | 2195.302 | 2209.796 |
BIC | 2224.58 | 2262.926 | 2307.377 | 2334.537 | 2363.642 | 2377.257 | 2418.217 |
