Fold 0 - 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: 4
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? |
|---|---|---|---|---|---|
| 1078918 | 0.000006 | 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 | 0.000006 | 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 |
| 103799375 | 0.000006 | 2.2.1.6.4 | 4.6.1.2.2 (4*71^4 + 6*71^3 + 5041 + 2*71 + 2) | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Foraging Toys | No |
These are the training products that have the "LARGE" tag (processing sequence 951). 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 |
|---|---|---|---|---|---|---|---|
| 3897 | Woven Ball Foot Toy | 103799375 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Foraging Toys | none | 102720457 | MEDIUM | |
| 3822 | Square Woven Foot Toy | 78387694 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | none | 77308776 | MEDIUM | |
| 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 |