Binary Classification on MNIST digits 7 and 9 (test)
0.1551Expected Log LossmCCAdL
Evaluation results
| Method | Links | |
|---|---|---|
| mCCAdLstepsize h=5 x 10^-4, effective friction A=102025.12 | 0.1551 | |
| mCCAdLstepsize h=5 x 10^-4, effective friction A=12025.12 | 0.1555 | |
| CCAdLstepsize h=1.2 x 10^-4, effective friction A=102025.12 | 0.1582 | |
| CCAdLstepsize h=1.2 x 10^-4, effective friction A=12025.12 | 0.1608 | |
| mCCAdLstepsize h=1.2 x 10^-3, effective friction A=102025.12 | 0.1614 | |
| mCCAdLstepsize h=1.2 x 10^-3, effective friction A=12025.12 | 0.1622 | |
| mCCAdLstepsize h=1.2 x 10^-4, effective friction A=102025.12 | 0.1642 | |
| mCCAdLstepsize h=1.2 x 10^-4, effective friction A=12025.12 | 0.1698 | |
| SGNHTstepsize h=5 x 10^-4, effective friction A=102025.12 | 0.2221 | |
| SGNHTstepsize h=1.2 x 10^-4, effective friction A=102025.12 | 0.2241 | |
| SGNHTstepsize h=5 x 10^-4, effective friction A=12025.12 | 0.241 | |
| SGHMCstepsize h=1.2 x 10^-4, effective friction A=102025.12 | 0.2619 | |
| SGNHTstepsize h=1.2 x 10^-4, effective friction A=12025.12 | 0.2626 | |
| SGNHTstepsize h=1.2 x 10^-3, effective friction A=102025.12 | 0.2736 | |
| SGNHTstepsize h=1.2 x 10^-3, effective friction A=12025.12 | 0.2945 | |
| SGHMCstepsize h=1.2 x 10^-4, effective friction A=12025.12 | 0.4186 | |
| SGHMCstepsize h=5 x 10^-4, effective friction A=102025.12 | 0.4583 | |
| SGHMCstepsize h=1.2 x 10^-3, effective friction A=102025.12 | 1.1128 | |
| SGHMCstepsize h=5 x 10^-4, effective friction A=12025.12 | 3.3546 |