Fold 1 - Understanding why coefficient -100904 was selected
Tag: WELLNESS
Selected Coefficient: -100904
Taxonomy Path: -13.1.20
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? |
|---|---|---|---|---|---|
| -100904 | 1.000000 | -13.1.20 | -20.1.13 (-(20*71^2 + 71 + 13)) | Yes | |
| 2038812656 | 1.000000 | 15.5.30.16.9.1 | 1.9.16.30.5.15 (1804229351 + 9*71^4 + 16*71^3 + 30*71^2 + 5*71 + 15) | No |
These are the training products that have the "WELLNESS" tag (processing sequence 2390). 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 |
|---|---|---|---|---|---|---|---|
| 5805 | Sniffle Stick for Noses | 2038812656 | MADE IN USA | 2038913560 | none | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | -100904 | KETOGENIC, ALLERGIES, HAIR CARE, HORMONE BALANCE, RECOVERY, RESPIRATORY | 0 | none |