Sample quality assessment on Logistic regression sparsity-inducing prior
0.0278KSDULA
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ULAStep Size=1 × 10−12024.12 | 0.0278 | 0.017 | 1 | 0.2 | 1 | 0.97 | 1 | 1 | 1 | |
| ULAStep Size=5 × 10−22024.12 | 0.029 | 0.024 | 0.76 | 0.15 | 0.65 | 0.53 | 0.54 | 0.45 | 0.45 | |
| ULAStep Size=1 × 10−22024.12 | 0.066 | 0.047 | 0.07 | 0.1 | 0.029 | 0.15 | 0.011 | 0.054 | 0.0038 | |
| ULAStep Size=5 × 10−32024.12 | 0.072 | 0.067 | 0.0156 | 0.0838 | 0.0049 | 0.107 | 0.0018 | 0.0325 | 0.0006 | |
| ULAStep Size=1 × 10−32024.12 | 0.14 | 0.14 | 0.031 | 0.16 | 0.012 | 0.19 | 0.0038 | 0.051 | 0.0012 | |
| ULAStep Size=5 × 10−42024.12 | 0.2 | 0.2 | 0.039 | 0.23 | 0.015 | 0.26 | 0.005 | 0.066 | 0.0016 | |
| ULAStep Size=1 × 10−42024.12 | 0.43 | 0.43 | 0.054 | 0.45 | 0.02 | 0.48 | 0.0067 | 0.12 | 0.0022 | |
| ULAStep Size=5 × 10−52024.12 | 0.57 | 0.56 | 0.058 | 0.56 | 0.021 | 0.57 | 0.0072 | 0.13 | 0.0023 | |
| ULAStep Size=1 × 10−52024.12 | 1 | 1 | 0.062 | 1 | 0.022 | 1 | 0.0074 | 0.23 | 0.0024 |