Fold 2 - Understanding why coefficient 7895 was selected
Tag: SHOWROOM SPECIAL
Selected Coefficient: 7895
Taxonomy Path: 10.12.1
Taxonomy Name: Furniture > Office Furniture > Desks
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? |
|---|---|---|---|---|---|
| 7895 | 0.024096 | 10.12.1 | 1.12.10 (6889 + 12*83 + 10) | Furniture > Office Furniture > Desks | Yes |
| 591 | 0.036145 | 10.7 | 7.10 (7*83 + 10) | Furniture > Chairs | No |
These are the training products that have the "SHOWROOM SPECIAL" tag (processing sequence 4037). 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 | 7895 | Furniture > Office Furniture > Desks | none | 0 | MONTH SPECIAL | |
| 6586 | 10 HON MOD 30" X 72" Executive Desk w/24" X 48" Reversible Return | 7895 | Furniture > Office Furniture > Desks | none | 0 | none | |
| 6611 | 09 HON MOD 30" x 66" Desk Shell, 24" x 42" Reversible Return Shell | 7895 | Furniture > Office Furniture > Desks | none | 0 | none | |
| 6576 | 005 Showroom Special: Hon H2281.VA10T Ergonomic Chair | 591 | Furniture > Chairs | none | -7304 | MONTH SPECIAL | |
| 6577 | 02 ABI S45-77 Multifunction Ergonomic Task chair | 591 | Furniture > Chairs | none | -7304 | MONTH SPECIAL |