Fold 0 - Understanding why coefficient 4 was selected
Tag: BTS24
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name:
Products with this tag: 14
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 4 | 7.012048 | 4 | 4 (4) | Yes | |
| 585 | 7.072289 | 4.7 | 7.4 (7*83 + 4) | No | |
| 193360619 | 11.000000 | 1.2.14.6.4 | 4.6.14.2.1 (4*83^4 + 6*83^3 + 14*83^2 + 2*83 + 1) | No | |
| 0 | 12.000000 | 0 | 0 (0) | No | |
| -8 | 13.000000 | -8 | -8 (-(8)) | No | |
| -4 | 13.000000 | -4 | -4 (-(4)) | No |
These are the training products that have the "BTS24" tag (processing sequence 3164). 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 |
|---|---|---|---|---|---|---|---|
| 22171 | Red Daisy :: Ribbon Pioneer | 193360619 | none | 193360615 | COUNTRY | ||
| 22175 | Red Embossed Floral :: Ribbon Pioneer | 193360619 | none | 193360615 | COUNTRY | ||
| 22199 | Spice :: Oversized Traveler | 193360619 | none | 193360615 | none | ||
| 22198 | Spice :: Mini Traveler | 585 | none | 581 | none | ||
| 22020 | Chambray :: Mini Traveler | 4 | none | 0 | none | ||
| 22028 | Chambray :: Traveler | 4 | none | 0 | none | ||
| 22032 | Chocolate Embroidered Velvet :: Ribbon Pioneer | 4 | none | 0 | none | ||
| 22184 | Rust Floral Scallop :: Ribbon Pioneer | 4 | none | 0 | none | ||
| 22200 | Spice :: Traveler | 4 | none | 0 | none | ||
| 22204 | Steel Blue Velvet :: Ribbon Pioneer | 4 | none | 0 | none | ||
| 22174 | Red Embossed Floral :: Ribbon Mini Explorer Bow | 0 | EXPLORER | -4 | none | ||
| 22196 | Spice :: Big Girl Headband | 0 | BIG GIRL | -4 | none | ||
| 22182 | Rust Floral Scallop :: Mini Explorer Ribbon Pigtail Set | -4 | EXPLORER, PIGTAILS | -8 | none | ||
| 22169 | Red Daisy :: Mini Voyager Ribbon Pigtail Set | -8 | EXPLORER, PIGTAILS, OPTION VOYAGERS | -12 | none |