Fold 2 - Understanding why coefficient 52976013 was selected
Tag: LARGE
Selected Coefficient: 52976013
Taxonomy Path: 2.2.1.6.2
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 52976013 | 0.000003 | 2.2.1.6.2 | 2.6.1.2.2 (2*71^4 + 6*71^3 + 5041 + 2*71 + 2) | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | Yes |
| 78387694 | 0.000003 | 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 | 0.000003 | 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 |
| 1078918 | 0.000008 | 2.2.1.3 | 3.1.2.2 (3*71^3 + 5041 + 2*71 + 2) | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Food | No |
These are the training products that have the "LARGE" tag (processing sequence 945). 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 | 50823362 | MEDIUM, SHOP: FOOT TOYS, SHOP: FORAGING TOYS | |
| 3822 | Square Woven Foot Toy | 78387694 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | none | 25411681 | MEDIUM, SHOP: FOOT TOYS | |
| 3883 | Wood Block Bead Medium | 52976013 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | none | 0 | MEDIUM | |
| 3910 | ZuPreem - Natural - Parrots & Conures | 1078918 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Food | none | -51897095 | MEDIUM, SHOP: PARROT FOOD |