Fold 1 - Understanding why coefficient -56537548 was selected
Tag: WELL-BEING
Selected Coefficient: -56537548
Taxonomy Path: -13.4.53.35.1
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? |
|---|---|---|---|---|---|
| -56537548 | 2.000000 | -13.4.53.35.1 | -1.35.53.4.13 (-(38950081 + 35*79^3 + 53*79^2 + 4*79 + 13)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 736713116 | 2.000000 | 38.6.18.72.18 | 18.72.18.6.38 (18*79^4 + 72*79^3 + 18*79^2 + 6*79 + 38) | No |
These are the training products that have the "WELL-BEING" tag (processing sequence 3076). 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 |
|---|---|---|---|---|---|---|---|
| 3175 | The Hemp Farm Kiwi Hemp Hearts | 736713116 | ANTI-INFLAMMATORY, DELICIOUS, VITALITY | 793250664 | OMEGA | ||
| 3114 | Hemp Connect NZ Hemp Protein Powder - Plain Natural | 0 | ALKALINE, APPETITE, DAIRY FREE, DELICIOUS, DIGESTION, MEN'S HEALTH | 56537548 | none | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | -56537548 | ADAPTOGENIC, ALLERGIES, HAIR CARE, HORMONE BALANCE, IMMUNE, JOINT FUNCTION, RECOVERY | 0 | WELLNESS |