Fold 1 - Understanding why coefficient 1078918 was selected
Tag: LARGE
Selected Coefficient: 1078918
Taxonomy Path: 2.2.1.3
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Food
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 1078918 | 2.000003 | 2.2.1.3 | 3.1.2.2 (3*71^3 + 5041 + 2*71 + 2) | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Food | Yes |
| 78387694 | 2.000006 | 2.2.1.6.3 | 3.6.1.2.2 (3*71^4 + 6*71^3 + 5041 + 2*71 + 2) | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | No |
| 2898220 | 4.000000 | 0.66.6.8 | 8.6.66.0 (8*71^3 + 6*71^2 + 66*71) | No | |
| 7889237 | 4.000000 | 1.1.3.22 | 22.3.1.1 (22*71^3 + 3*71^2 + 71 + 1) | No |
These are the training products that have the "LARGE" tag (processing sequence 1567). 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 |
|---|---|---|---|---|---|---|---|
| 3822 | Square Woven Foot Toy | 78387694 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | none | 77308776 | MEDIUM | |
| 8156 | ADAPT Seamless Sports Bra / Black | 7889237 | COLOR_BLACK | 6810319 | MEDIUM, XS | ||
| 9206 | Ségur | 2898220 | GOLD, DARK TURTLE | 1819302 | NEW HINGE | ||
| 3907 | ZuPreem - FruitBlend - Parrots & Conures | 1078918 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Food | none | 0 | MEDIUM, SHOP: PARROT FOOD | |
| 3910 | ZuPreem - Natural - Parrots & Conures | 1078918 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Food | none | 0 | MEDIUM, SHOP: PARROT FOOD |