Fold 4 - Understanding why coefficient 3072662 was selected
Tag: DOG COLLAR
Selected Coefficient: 3072662
Taxonomy Path: 2.2.31.5
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 3072662 | 0.000145 | 2.2.31.5 | 5.31.2.2 (5*83^3 + 31*83^2 + 2*83 + 2) | Yes | |
| 3548003 | 0.000145 | 2.2.17.6 | 6.17.2.2 (6*83^3 + 17*83^2 + 2*83 + 2) | No |
These are the training products that have the "DOG COLLAR" tag (processing sequence 5001). 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 |
|---|---|---|---|---|---|---|---|
| 30379 | GREYT Martingale Adjustable Dog Collar "Africa" | 3548003 | none | 475341 | DOG TAG, DOGGIE | ||
| 30373 | Dog Leash for Smaller Breeds and Puppies - Summer Vibes | 3072662 | none | 0 | DOG TAG, DOGGIE |