Fold 1 - Understanding why coefficient 4 was selected
Tag: PIGTAILS
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name:
Products with this tag: 14
Unique residual values tried: 3
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 | 1.012048 | 4 | 4 (4) | Yes | |
| 585 | 1.144578 | 4.7 | 7.4 (7*83 + 4) | No | |
| 0 | 13.000000 | 0 | 0 (0) | No |
These are the training products that have the "PIGTAILS" tag (processing sequence 2263). 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 |
|---|---|---|---|---|---|---|---|
| 22190 | Sparkly Blue :: Mini Traveler Pigtail Set | 585 | none | 581 | none | ||
| 17687 | Betsy Floral :: Mini Voyager Pigtail Set | 4 | none | 0 | none | ||
| 22012 | Brilliant Blue :: Mini Traveler Pigtail Set | 4 | none | 0 | none | ||
| 22048 | Country Coquette :: Mini Traveler Pigtail Set | 4 | none | 0 | none | ||
| 22057 | Cream Velvet Scallop :: Mini Explorer Ribbon Pigtail Set | 4 | none | 0 | none | ||
| 22058 | Cream Velvet Scallop :: Mini Explorer Ribbon Pigtail Set | 4 | none | 0 | BTS24 | ||
| 22173 | Red Embossed Floral :: Mini Explorer Ribbon Pigtail Set | 4 | none | 0 | BTS24 | ||
| 22178 | Red, White, & Blue :: Mini Explorer Ribbon Pigtail Set | 4 | none | 0 | none | ||
| 22182 | Rust Floral Scallop :: Mini Explorer Ribbon Pigtail Set | 4 | none | 0 | BTS24 | ||
| 22188 | Silver Star Tulle :: Mini Traveler Pigtail Set | 4 | none | 0 | none | ||
| 22201 | Steel Blue Velvet :: Mini Explorer Ribbon Pigtail Set | 4 | none | 0 | none | ||
| 17672 | 50 States Stars :: Mini Traveler Pigtail Set | 4 | none | 0 | none | ||
| 22194 | Sparkly Red :: Mini Traveler Pigtail Set | 4 | none | 0 | none | ||
| 22169 | Red Daisy :: Mini Voyager Ribbon Pigtail Set | 0 | OPTION VOYAGERS | -4 | BTS24 |