Fold 1 - Understanding why coefficient -69126 was selected
Tag: WELLNESS
Selected Coefficient: -69126
Taxonomy Path: -1.6.11
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? |
|---|---|---|---|---|---|
| -69126 | 1.000000 | -1.6.11 | -11.6.1 (-(11*79^2 + 6*79 + 1)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "WELLNESS" tag (processing sequence 3077). 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 |
|---|---|---|---|---|---|---|---|
| 3063 | Dr Mercola Black Seed Oil (Organic) | 0 | ADAPTOGENIC, ALLERGIES, HAIR CARE, HORMONE BALANCE, IMMUNE, JOINT FUNCTION, RECOVERY, WELL-BEING | 69126 | Apparel & Accessories > Jewelry > Watches | none | |
| 9990 | Homemade Natural Mala Necklace | -69126 | GREY, BLUE, BEADS, QUARTZ | 0 | none |