Fold 0 - Understanding why coefficient 507 was selected
Tag: MONTH SPECIAL
Selected Coefficient: 507
Taxonomy Path: 10.7
Taxonomy Name: Furniture > Chairs
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 507 | 0.014085 | 10.7 | 7.10 (7*71 + 10) | Furniture > Chairs | Yes |
| 5903 | 0.028169 | 10.12.1 | 1.12.10 (5041 + 12*71 + 10) | Furniture > Office Furniture > Desks | No |
These are the training products that have the "MONTH SPECIAL" tag (processing sequence 1697). 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 |
|---|---|---|---|---|---|---|---|
| 6575 | 002 Closeout: Electric Height Adjustable Base, Assorted Size Tops | 5903 | Furniture > Office Furniture > Desks | none | 5396 | none | |
| 6576 | 005 Showroom Special: Hon H2281.VA10T Ergonomic Chair | 507 | Furniture > Chairs | none | 0 | none | |
| 6577 | 02 ABI S45-77 Multifunction Ergonomic Task chair | 507 | Furniture > Chairs | none | 0 | none |