Fold 3 - Understanding why coefficient 6951085 was selected
Tag: VESTS
Selected Coefficient: 6951085
Taxonomy Path: 1.1.13.12
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 6951085 | 0.000147 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 89641 | 0.000149 | 1.1.13 | 13.1.1 (13*83^2 + 83 + 1) | No | |
| 3499696 | 0.000435 | 1.1.10.6 | 6.10.1.1 (6*83^3 + 10*83^2 + 83 + 1) | No |
These are the training products that have the "VESTS" tag (processing sequence 4946). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 913 | Elsie | 6951085 | none | 0 | none | ||
| 8658 | Dsquared2 Funk Vest - Ocher | 6951085 | none | 0 | none | ||
| 8934 | Moose Knuckles Mens Down Vest Air Down - Black | 3499696 | none | -3451389 | MOOSE-KNUCKLES | ||
| 27172 | Helmut Lang Minimal Black Buttoned Vest | 89641 | none | -6861444 | none |