Fold 2 - Understanding why coefficient 55611 was selected
Tag: DOG TAG
Selected Coefficient: 55611
Taxonomy Path: 1.6.8
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 55611 | 5.000145 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | Yes | |
| 0 | 5.000147 | 0 | 0 (0) | No | |
| 1143574 | 5.000147 | 0.0.0.2 | 2.0.0.0 (2*83^3) | No | |
| -475341 | 5.000290 | -0.0.69 | -69.0.0 (-(69*83^2)) | No | |
| 34944 | 5.000290 | 1.6.5 | 5.6.1 (5*83^2 + 6*83 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
| 5166918 | 6.000000 | 2.2.3.9 | 9.3.2.2 (9*83^3 + 3*83^2 + 2*83 + 2) | No |
These are the training products that have the "DOG TAG" tag (processing sequence 6632). 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 |
|---|---|---|---|---|---|---|---|
| 7506 | 1.5" 'Fetch' Bone | 5166918 | none | 5111307 | DOGS | ||
| 7505 | 1" Puppy - Assorted | 5166918 | none | 5111307 | DOGS | ||
| 30372 | Adjustable Dog Collar - Blue Camo | 1143574 | DOG COLLAR | 1087963 | none | ||
| 9251 | Floral Dreamcatcher Dog Tag | 55611 | none | 0 | none | ||
| 9250 | Wolf Love Dog Tag | 55611 | none | 0 | none | ||
| 9249 | Turquoise Wolf Feather Wolf Tag | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | -20667 | none | |
| 30379 | GREYT Martingale Adjustable Dog Collar "Africa" | 0 | DOG COLLAR | -55611 | none | ||
| 30395 | Handmade Dog Leash - Halloween | -475341 | DOG COLLAR | -530952 | none |