Fold 4 - Understanding why coefficient 1836 was selected
Tag: SOFAA
Selected Coefficient: 1836
Taxonomy Path: 10.22
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 2
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 | 0.000145 | 10.22 | 22.10 (22*83 + 10) | Yes | |
| 29392 | 0.000581 | 10.22.4 | 4.22.10 (4*83^2 + 22*83 + 10) | No |
These are the training products that have the "SOFAA" tag (processing sequence 2724). 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 |
|---|---|---|---|---|---|---|---|
| 29207 | Spice Islands Congo Loveseat Mocha | 29392 | none | 27556 | 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 | WICKER FURNITURE |