Fold 0 - Understanding why coefficient -45422248 was selected
Tag: HORMONE BALANCE
Selected Coefficient: -45422248
Taxonomy Path: -13.3.10.13.1
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? |
|---|---|---|---|---|---|
| -45422248 | 2.000000 | -13.3.10.13.1 | -1.13.10.3.13 (-(38950081 + 13*79^3 + 10*79^2 + 3*79 + 13)) | Yes | |
| 196722178 | 2.000000 | 12.74.78.3.5 | 5.3.78.74.12 (5*79^4 + 3*79^3 + 78*79^2 + 74*79 + 12) | No | |
| 600122496 | 2.000000 | 23.5.15.32.15 | 15.32.15.5.23 (15*79^4 + 32*79^3 + 15*79^2 + 5*79 + 23) | No |
These are the training products that have the "HORMONE BALANCE" tag (processing sequence 1698). 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 |
|---|---|---|---|---|---|---|---|
| 3181 | Ultimate Life Natural Vitamin E Cream | 600122496 | ACNE, ALL AGES, BABIES, BEAUTY, CHILDREN, CRADLE CAP | 645544744 | MOTHERS | ||
| 3110 | Green Trading Organic Shatavari Powder | 196722178 | ORGANIC, DIGESTION, FERTILITY | 242144426 | IMMUNE, REPRODUCTIVE HEALTH | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | -45422248 | KETOGENIC, ALLERGIES, HAIR CARE | 0 | IMMUNE, KETOSIS |