Image Classification on MNIST (train) (Likelihood, Error Rate, and Time)
-330.996Log Likelihooddef-CG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| def-CGNewton Iteration (It.)=9, k (deflation subspace size)=8, l (eigenvector approximation parameter)=122017.06 | -330.996 | 4.018 | 1,571 | |
| CholeskyNewton Iteration (It.)=92017.06 | -330.997 | — | 4,317 | |
| CGNewton Iteration (It.)=92017.06 | -330.998 | 2.309 | 1,821 | |
| CholeskyNewton Iteration (It.)=82017.06 | -331.326 | — | 3,815 | |
| CGNewton Iteration (It.)=82017.06 | -331.346 | 6.036 | 1,647 | |
| def-CGNewton Iteration (It.)=8, k (deflation subspace size)=8, l (eigenvector approximation parameter)=122017.06 | -331.355 | 8.753 | 1,418 | |
| CholeskyNewton Iteration (It.)=72017.06 | -335.575 | — | 3,342 | |
| CGNewton Iteration (It.)=72017.06 | -335.711 | 4.053 | 1,444 | |
| def-CGNewton Iteration (It.)=7, k (deflation subspace size)=8, l (eigenvector approximation parameter)=122017.06 | -335.744 | 5.036 | 1,258 | |
| CholeskyNewton Iteration (It.)=62017.06 | -353.632 | — | 2,856 | |
| CGNewton Iteration (It.)=62017.06 | -354.04 | 1.154 | 1,246 | |
| def-CGNewton Iteration (It.)=6, k (deflation subspace size)=8, l (eigenvector approximation parameter)=122017.06 | -354.085 | 1.281 | 1,101 | |
| CholeskyNewton Iteration (It.)=52017.06 | -407.058 | — | 2,362 | |
| CGNewton Iteration (It.)=52017.06 | -408.01 | 2.339 | 1,088 | |
| def-CGNewton Iteration (It.)=5, k (deflation subspace size)=8, l (eigenvector approximation parameter)=122017.06 | -408.133 | 2.641 | 947 | |
| CholeskyNewton Iteration (It.)=42017.06 | -549.182 | — | 1,875 | |
| CGNewton Iteration (It.)=42017.06 | -551.432 | 4.097 | 920 | |
| def-CGNewton Iteration (It.)=4, k (deflation subspace size)=8, l (eigenvector approximation parameter)=122017.06 | -551.796 | 4.76 | 790 | |
| CholeskyNewton Iteration (It.)=32017.06 | -919.124 | — | 1,366 | |
| CGNewton Iteration (It.)=32017.06 | -924.891 | 6.274 | 715 | |
| def-CGNewton Iteration (It.)=3, k (deflation subspace size)=8, l (eigenvector approximation parameter)=122017.06 | -926.668 | 8.208 | 617 | |
| CholeskyNewton Iteration (It.)=22017.06 | -1,915.537 | — | 896 | |
| CGNewton Iteration (It.)=22017.06 | -1,931.348 | 8.254 | 492 | |
| def-CGNewton Iteration (It.)=2, k (deflation subspace size)=8, l (eigenvector approximation parameter)=122017.06 | -1,938.585 | 1.203 | 436 | |
| CholeskyNewton Iteration (It.)=12017.06 | -4,926.523 | — | 426 | |
| CGNewton Iteration (It.)=12017.06 | -4,968.76 | 8.573 | 231 | |
| def-CGNewton Iteration (It.)=1, k (deflation subspace size)=8, l (eigenvector approximation parameter)=122017.06 | -4,968.76 | 8.573 | 245 |