Prior Estimation on MNIST
1.9Estimation ErrorDRPU
Evaluation Results
| Method | Links | |
|---|---|---|
| DRPUpi=0.5, pi_prime=0.8, c=0.52025.02 | 1.9 | |
| TCPUc=0.25, pi=0.2, pi'=0.82025.02 | 2.4 | |
| TCPUpi=0.1, pi_prime=0.8, c=0.52025.02 | 2.9 | |
| KM2-LSpi=0.2, pi_prime=0.6, c=0.52025.02 | 2.9 | |
| TCPUpi=0.1, pi_prime=0.6, c=0.52025.02 | 3 | |
| TCPUc=0.25, pi=0.5, pi'=0.82025.02 | 3.2 | |
| TCPUc=0.25, pi=0.2, pi'=0.62025.02 | 3.4 | |
| TCPUc=0.25, pi=0.1, pi'=0.62025.02 | 3.7 | |
| TCPUpi=0.5, pi_prime=0.8, c=0.52025.02 | 3.7 | |
| KM2-LSpi=0.1, pi_prime=0.6, c=0.52025.02 | 3.9 | |
| TCPUpi=0.2, pi_prime=0.8, c=0.52025.02 | 3.9 | |
| DRPUpi=0.2, pi_prime=0.8, c=0.52025.02 | 4.2 | |
| TCPUc=0.25, pi=0.1, pi'=0.42025.02 | 4.4 | |
| DRPUpi=0.5, pi_prime=0.6, c=0.52025.02 | 4.5 | |
| DRPUc=0.25, pi=0.5, pi'=0.82025.02 | 4.6 | |
| DRPUc=0.25, pi=0.2, pi'=0.82025.02 | 4.7 | |
| TCPUpi=0.5, pi_prime=0.6, c=0.52025.02 | 4.7 | |
| TCPUc=0.25, pi=0.5, pi'=0.62025.02 | 5 | |
| TCPUpi=0.1, pi_prime=0.4, c=0.52025.02 | 5 | |
| KM2-LSc=0.25, pi=0.5, pi'=0.62025.02 | 5.3 | |
| TCPUpi=0.2, pi_prime=0.6, c=0.52025.02 | 5.3 | |
| KM2-LSc=0.25, pi=0.2, pi'=0.42025.02 | 5.6 | |
| TCPUc=0.25, pi=0.1, pi'=0.82025.02 | 5.8 | |
| KM2-LSpi=0.1, pi_prime=0.4, c=0.52025.02 | 5.9 | |
| KM2-LSpi=0.5, pi_prime=0.4, c=0.52025.02 | 5.9 | |
| DRPUpi=0.1, pi_prime=0.8, c=0.52025.02 | 6 | |
| KM2-LSc=0.25, pi=0.2, pi'=0.62025.02 | 6.2 | |
| KM2-LSc=0.25, pi=0.5, pi'=0.42025.02 | 6.4 | |
| DRPUpi=0.2, pi_prime=0.6, c=0.52025.02 | 6.4 | |
| KM2-LSc=0.25, pi=0.1, pi'=0.42025.02 | 6.5 | |
| KM2-LSpi=0.2, pi_prime=0.4, c=0.52025.02 | 6.5 | |
| KM2-LSpi=0.5, pi_prime=0.6, c=0.52025.02 | 6.5 | |
| TCPUc=0.25, pi=0.2, pi'=0.42025.02 | 6.7 | |
| TCPUpi=0.5, pi_prime=0.4, c=0.52025.02 | 6.8 | |
| DRPUpi=0.2, pi_prime=0.4, c=0.52025.02 | 6.9 | |
| KM2-LSpi=0.5, pi_prime=0.2, c=0.52025.02 | 7.5 | |
| TCPUpi=0.2, pi_prime=0.4, c=0.52025.02 | 7.8 | |
| TCPUc=0.25, pi=0.5, pi'=0.42025.02 | 8.2 | |
| DRPUc=0.25, pi=0.1, pi'=0.82025.02 | 8.3 | |
| KM2-LSc=0.25, pi=0.5, pi'=0.22025.02 | 8.3 | |
| KM2-LSpi=0.1, pi_prime=0.2, c=0.52025.02 | 8.5 | |
| KM2-LSc=0.25, pi=0.2, pi'=0.22025.02 | 8.9 | |
| KM2-LSpi=0.2, pi_prime=0.2, c=0.52025.02 | 9.2 | |
| DRPUc=0.25, pi=0.2, pi'=0.62025.02 | 9.4 | |
| TCPUpi=0.1, pi_prime=0.2, c=0.52025.02 | 9.4 | |
| DRPUpi=0.1, pi_prime=0.6, c=0.52025.02 | 9.4 | |
| KM2-LSc=0.25, pi=0.1, pi'=0.22025.02 | 9.5 | |
| TCPUpi=0.5, pi_prime=0.2, c=0.52025.02 | 10.7 | |
| DRPUpi=0.5, pi_prime=0.4, c=0.52025.02 | 10.8 | |
| TCPUc=0.25, pi=0.1, pi'=0.22025.02 | 10.9 | |
| DRPUpi=0.1, pi_prime=0.4, c=0.52025.02 | 11.4 | |
| TCPUc=0.25, pi=0.2, pi'=0.22025.02 | 11.6 | |
| TCPUpi=0.2, pi_prime=0.2, c=0.52025.02 | 11.6 | |
| TCPUc=0.25, pi=0.5, pi'=0.22025.02 | 13 | |
| DRPUpi=0.2, pi_prime=0.2, c=0.52025.02 | 13.3 | |
| DRPUc=0.25, pi=0.5, pi'=0.62025.02 | 14.3 | |
| DRPUpi=0.1, pi_prime=0.2, c=0.52025.02 | 14.8 | |
| DRPUpi=0.5, pi_prime=0.2, c=0.52025.02 | 16 | |
| DRPUc=0.25, pi=0.2, pi'=0.42025.02 | 17.2 | |
| DRPUc=0.25, pi=0.5, pi'=0.42025.02 | 17.2 | |
| DRPUc=0.25, pi=0.2, pi'=0.22025.02 | 20.7 | |
| DRPUc=0.25, pi=0.1, pi'=0.62025.02 | 20.9 | |
| KM2-LSpi=0.5, pi_prime=0.8, c=0.52025.02 | 20.9 | |
| DRPUc=0.25, pi=0.5, pi'=0.22025.02 | 26.3 | |
| KM2-LSc=0.25, pi=0.1, pi'=0.62025.02 | 33.2 | |
| DRPUc=0.25, pi=0.1, pi'=0.42025.02 | 37.1 | |
| KM2-LSc=0.25, pi=0.5, pi'=0.82025.02 | 39.6 | |
| KM2-LSpi=0.2, pi_prime=0.8, c=0.52025.02 | 45 | |
| DRPUc=0.25, pi=0.1, pi'=0.22025.02 | 50.7 | |
| KM2-LSpi=0.1, pi_prime=0.8, c=0.52025.02 | 53.8 | |
| KM2-LSc=0.25, pi=0.1, pi'=0.82025.02 | 69.5 | |
| KM2-LSc=0.25, pi=0.2, pi'=0.82025.02 | 70.2 |