Fold 3 - Understanding why coefficient 1836 was selected
Tag: SOFAA
Selected Coefficient: 1836
Taxonomy Path: 10.22
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 1836 | 1.012048 | 10.22 | 22.10 (22*83 + 10) | Yes | |
| 1744172 | 1.048193 | 10.15.4.3 | 3.4.15.10 (3*83^3 + 4*83^2 + 15*83 + 10) | No | |
| -550871 | 5.000000 | -0.80.79 | -79.80.0 (-(79*83^2 + 80*83)) | No |
These are the training products that have the "SOFAA" tag (processing sequence 3479). 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 |
|---|---|---|---|---|---|---|---|
| 29268 | Lloyd Flanders Mesa Curved Sofa Sectional | 1744172 | none | 1742336 | none | ||
| 29232 | Lloyd Flanders Mackinac Sofa | 1836 | none | 0 | MACKINAC | ||
| 29253 | Lloyd Flanders Grand Traverse Sofa | 1836 | none | 0 | none | ||
| 29294 | Forever Patio Cypress Sofa | 1836 | none | 0 | none | ||
| 29393 | Forever Patio Cavalier Wicker Sofa in Buff | 1836 | none | 0 | none | ||
| 29276 | Forever Patio Cypress 3 Piece Sofa Set | -550871 | ARMCHAIRS | -552707 | COFFEE TABLE |