Fold 4 - Understanding why coefficient 4 was selected
Tag: OPTION
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 | 8.036145 | 4 | 4 (4) | Yes | |
| 585 | 8.036145 | 4.7 | 7.4 (7*83 + 4) | No | |
| 0 | 10.012048 | 0 | 0 (0) | No | |
| 581 | 10.036145 | 0.7 | 7.0 (7*83) | No | |
| -4 | 12.000000 | -4 | -4 (-(4)) | No | |
| 193360619 | 12.000000 | 1.2.14.6.4 | 4.6.14.2.1 (4*83^4 + 6*83^3 + 14*83^2 + 2*83 + 1) | No |
These are the training products that have the "OPTION" tag (processing sequence 4172). 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 |
|---|---|---|---|---|---|---|---|
| 22018 | Butterfly :: Mini Traveler | 193360619 | none | 193360615 | none | ||
| 22193 | Sparkly Red :: Mini Traveler | 193360619 | none | 193360615 | none | ||
| 22187 | Silver Stars Tulle :: Mini Traveler | 585 | none | 581 | none | ||
| 22185 | Shells :: Mini Traveler | 585 | none | 581 | none | ||
| 22044 | Coral Daisy Tulle :: Mini Traveler | 585 | none | 581 | none | ||
| 22198 | Spice :: Mini Traveler | 581 | BTS24 | 577 | FALL24 | ||
| 17674 | 50 States Stars :: Mini Traveler | 4 | none | 0 | none | ||
| 22047 | Country Coquette :: Mini Traveler | 4 | none | 0 | none | ||
| 22206 | Summer Pops :: Mini Traveler | 4 | none | 0 | none | ||
| 22180 | Red, White, & Blue :: Ribbon Mini Explorer Bow | 0 | EXPLORER | -4 | none | ||
| 22020 | Chambray :: Mini Traveler | 0 | BTS24 | -4 | none | ||
| 22203 | Steel Blue Velvet :: Ribbon Mini Explorer Bow | 0 | EXPLORER | -4 | none | ||
| 22174 | Red Embossed Floral :: Ribbon Mini Explorer Bow | -4 | EXPLORER, BTS24 | -8 | none | ||
| 22183 | Rust Floral Scallop :: Ribbon Mini Explorer Bow | -4 | EXPLORER, BTS24 | -8 | none |