Fold 4 - Understanding why coefficient -5166918 was selected
Tag: DOGGIE
Selected Coefficient: -5166918
Taxonomy Path: -2.2.3.9
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -5166918 | 1.000145 | -2.2.3.9 | -9.3.2.2 (-(9*83^3 + 3*83^2 + 2*83 + 2)) | Yes | |
| -4691577 | 1.000145 | -2.2.17.8 | -8.17.2.2 (-(8*83^3 + 17*83^2 + 2*83 + 2)) | No | |
| 9699796 | 2.000000 | 1.1.80.16 | 16.80.1.1 (16*83^3 + 80*83^2 + 83 + 1) | No |
These are the training products that have the "DOGGIE" tag (processing sequence 6222). 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 |
|---|---|---|---|---|---|---|---|
| 30401 | Summer Cotton Eco Jumper - Master Of Fright | 9699796 | JUMPER | 14866714 | none | ||
| 30379 | GREYT Martingale Adjustable Dog Collar "Africa" | -4691577 | DOG COLLAR, DOG TAG | 475341 | none | ||
| 30373 | Dog Leash for Smaller Breeds and Puppies - Summer Vibes | -5166918 | DOG COLLAR, DOG TAG | 0 | none |