Fold 1 - Understanding why coefficient 1116 was selected
Tag: MATERIAL:WOOD
Selected Coefficient: 1116
Taxonomy Path: 10.14
Taxonomy Name: Furniture > Ottomans
Products with this tag: 9
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 1116 | 2.037975 | 10.14 | 14.10 (14*79 + 10) | Furniture > Ottomans | Yes |
| 994225 | 2.063291 | 10.24.1.2 | 2.1.24.10 (2*79^3 + 6241 + 24*79 + 10) | Furniture > Tables > Accent Tables > End Tables | No |
| 1061533 | 2.075949 | 10.7.12.2 | 2.12.7.10 (2*79^3 + 12*79^2 + 7*79 + 10) | Furniture > Chairs > Table & Bar Stools > Bar Stools | No |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "MATERIAL:WOOD" tag (processing sequence 3455). 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 |
|---|---|---|---|---|---|---|---|
| 13347 | Kipa Stool 30cm - Teak | 1061533 | Furniture > Chairs > Table & Bar Stools > Bar Stools | none | 1060417 | none | |
| 13574 | Ridge Side Table - 30cm | 994225 | Furniture > Tables > Accent Tables > End Tables | none | 993109 | none | |
| 13334 | Obie Side Table 35cm - Teak | 994225 | Furniture > Tables > Accent Tables > End Tables | none | 993109 | none | |
| 14573 | Suar Barrel Stool - 30cm | 1116 | Furniture > Ottomans | none | 0 | none | |
| 13401 | Woody Stool Round - 35cm | 1116 | Furniture > Ottomans | none | 0 | none | |
| 14574 | Suar Hourglass Stool - 30cm | 1116 | Furniture > Ottomans | none | 0 | none | |
| 13402 | Driftwood Drumstool - 30cm | 1116 | Furniture > Ottomans | none | 0 | none | |
| 14614 | Woody Work Station 130cm - Teak | 0 | HOME OFFICE DESKS | -1116 | none | ||
| 13008 | Woody Round Dining Table - 80cm | 0 | DINING ROOM FURNITURE | -1116 | none |