Fold 1 - 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 | |
| 381348 | 2.000000 | 15.8.61 | 61.8.15 (61*79^2 + 8*79 + 15) | No | |
| 11115300 | 2.000000 | 0.1.43.22 | 22.43.1.0 (22*79^3 + 43*79^2 + 79) | No |
These are the training products that have the "HORMONE BALANCE" tag (processing sequence 1696). 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 |
|---|---|---|---|---|---|---|---|
| 2868 | Absolute Essential Sage Essential Oil (Organic) - ON SALE! | 11115300 | ORGANIC, OIL | 56537548 | RECOVERY | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | 381348 | ACNE, ALL AGES, ANTI-AGEING, BABIES, BEAUTY, CHILDREN, CRADLE CAP, ECZEMA, GENTLE | 45803596 | MOTHERS, NAPPY RASH | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | -45422248 | ADAPTOGENIC, ALLERGIES, HAIR CARE | 0 | IMMUNE, JOINT FUNCTION, RECOVERY, WELL-BEING, WELLNESS |