From: Greedy low-rank algorithm for spatial connectome regression
rank(W) | 10 | 20 | 40 | 60 | 80 |
---|---|---|---|---|---|
CPU time (sec.) | 0.0396 | 0.1554 | 0.9653 | 2.6398 | 3.1108 |
\(\mathcal{E}(W,W_{140})\) | 3.2324e−01 | 5.5407e−02 | 1.4162e−02 | 1.2125e−03 | 3.1549e−04 |
\(\mathcal{E}(W,W_{\mathrm{true}})\) | 2.9418e−01 | 7.9921e−02 | 7.1537e−02 | 6.9777e−02 | 6.9821e−02 |
\(\mathcal{E}_{\mathrm{rel}}(W, W_{140})\) | 4.3320e−01 | 8.9700e−02 | 2.4900e−02 | 2.5000e−03 | 5.1300e−04 |
\(\mathcal{E}_{\mathrm{rel}}(W,W_{\mathrm{true}})\) | 4.0130e−01 | 1.1410e−01 | 1.0350e−01 | 1.0040e−01 | 1.0040e−01 |