Fold 2 - Understanding why coefficient 4 was selected
Tag: JULY24
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name:
Products with this tag: 32
Unique residual values tried: 8
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 | 22.012048 | 4 | 4 (4) | Yes | |
| 585 | 22.108434 | 4.7 | 7.4 (7*83 + 4) | No | |
| 0 | 23.000000 | 0 | 0 (0) | No | |
| 193360619 | 24.000000 | 1.2.14.6.4 | 4.6.14.2.1 (4*83^4 + 6*83^3 + 14*83^2 + 2*83 + 1) | No | |
| 3527335 | 24.000000 | 1.2.14.6 | 6.14.2.1 (6*83^3 + 14*83^2 + 2*83 + 1) | Apparel & Accessories > Clothing Accessories > Hair Accessories > Hair Pins, Claws & Clips | No |
| 193360615 | 28.000002 | 80.1.14.6.4 | 4.6.14.1.80 (4*83^4 + 6*83^3 + 14*83^2 + 83 + 80) | No | |
| 4670905 | 28.000005 | 80.1.14.8 | 8.14.1.80 (8*83^3 + 14*83^2 + 83 + 80) | No | |
| -4 | 31.000000 | -4 | -4 (-(4)) | No |
These are the training products that have the "JULY24" tag (processing sequence 4083). 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 |
|---|---|---|---|---|---|---|---|
| 22191 | Sparkly Blue :: Traveler | 193360619 | none | 193360615 | none | ||
| 22014 | Brilliant Blue :: Traveler | 193360619 | none | 193360615 | none | ||
| 22013 | Brilliant Blue :: Oversized Traveler | 193360619 | none | 193360615 | none | ||
| 22050 | Country Coquette :: Oversized Traveler | 193360619 | none | 193360615 | none | ||
| 22051 | Country Coquette :: Traveler | 193360619 | none | 193360615 | none | ||
| 22208 | Summer Pops :: Oversized Traveler | 193360619 | none | 193360615 | none | ||
| 22195 | Sparkly Red :: Traveler | 193360619 | none | 193360615 | none | ||
| 22171 | Red Daisy :: Ribbon Pioneer | 193360615 | PIONEER | 193360611 | COUNTRY | ||
| 22181 | Red, White, & Blue :: Ribbon Pioneer | 193360615 | PIONEER | 193360611 | none | ||
| 22175 | Red Embossed Floral :: Ribbon Pioneer | 193360615 | PIONEER | 193360611 | COUNTRY | ||
| 17673 | 50 States Stars :: Big Girl Headband | 4670905 | BIG GIRL | 4670901 | none | ||
| 17684 | 50 States Stars :: Oversized Traveler | 3527335 | Apparel & Accessories > Clothing Accessories > Hair Accessories > Hair Pins, Claws & Clips | none | 3527331 | none | |
| 22187 | Silver Stars Tulle :: Mini Traveler | 585 | none | 581 | none | ||
| 22209 | Summer Pops :: Traveler | 4 | none | 0 | none | ||
| 17685 | 50 States Stars :: Traveler | 4 | none | 0 | none | ||
| 22012 | Brilliant Blue :: Mini Traveler Pigtail Set | 4 | none | 0 | none | ||
| 22047 | Country Coquette :: Mini Traveler | 4 | none | 0 | none | ||
| 22048 | Country Coquette :: Mini Traveler Pigtail Set | 4 | none | 0 | none | ||
| 22189 | Silver Star Tulle :: Traveler | 4 | none | 0 | none | ||
| 22194 | Sparkly Red :: Mini Traveler Pigtail Set | 4 | none | 0 | none | ||
| 22206 | Summer Pops :: Mini Traveler | 4 | none | 0 | none | ||
| 22207 | Summer Pops :: Mini Traveler Pigtail Set | 4 | none | 0 | none | ||
| 22173 | Red Embossed Floral :: Mini Explorer Ribbon Pigtail Set | 0 | EXPLORER | -4 | none | ||
| 22170 | Red Daisy :: Ribbon Mini Voyager Bow | 0 | EXPLORER | -4 | BOW | ||
| 22046 | Country Coquette :: Big Girl Headband | 0 | BIG GIRL | -4 | none | ||
| 22169 | Red Daisy :: Mini Voyager Ribbon Pigtail Set | 0 | EXPLORER | -4 | none | ||
| 22201 | Steel Blue Velvet :: Mini Explorer Ribbon Pigtail Set | 0 | EXPLORER | -4 | none | ||
| 22205 | Summer Pops :: Big Girl Headband | 0 | BIG GIRL | -4 | none | ||
| 22176 | Red Firecracker :: Ribbon Pioneer | 0 | PIONEER | -4 | COUNTRY | ||
| 22180 | Red, White, & Blue :: Ribbon Mini Explorer Bow | 0 | EXPLORER | -4 | BOW | ||
| 22174 | Red Embossed Floral :: Ribbon Mini Explorer Bow | 0 | EXPLORER | -4 | BOW | ||
| 22058 | Cream Velvet Scallop :: Mini Explorer Ribbon Pigtail Set | -4 | EXPLORER, SUMMER24 | -8 | none |