Copula Modeling on MIMIC-IV (held-out)
4.307Negative Log-Likelihood (Test)ACNet(8,8)/I4
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ACNet(8,8)/I4|θ|=1302026.05 | 4.307 | 8.616 | |
| ACNet(4,4)/I4|θ|=702026.05 | 4.31 | 8.619 | |
| ACNet(4,4,4)/I4|θ|=902026.05 | 4.31 | 8.619 | |
| Gen-AC-Fourier_3.6k|θ|=3,6222026.05 | 4.493 | 9.085 | |
| Gen-AC-Fourier-R_260|θ|=2602026.05 | 4.712 | 9.43 | |
| Gen-AC-Fourier_260|θ|=2602026.05 | 4.828 | 9.663 | |
| Gen-AC_1.1k|θ|=1,1422026.05 | 4.914 | 9.857 | |
| Clayton/Clayton|θ|=82026.05 | 4.949 | 9.902 | |
| Frank/Frank|θ|=82026.05 | 5.08 | 10.132 | |
| AMH/Clayton‡|θ|=82026.05 | 5.158 | 10.321 | |
| Gumbel/Gumbel|θ|=82026.05 | 5.242 | 10.448 |