Fold 1 - Understanding why coefficient 56537548 was selected
Tag: RECOVERY
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 | 1.012658 | 13.4.53.35.1 | 1.35.53.4.13 (38950081 + 35*79^3 + 53*79^2 + 4*79 + 13) | Yes | |
| 200704569 | 1.012658 | 13.3.6.12.5 | 5.12.6.3.13 (5*79^4 + 12*79^3 + 6*79^2 + 3*79 + 13) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "RECOVERY" tag (processing sequence 2420). 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 |
|---|---|---|---|---|---|---|---|
| 3105 | Good Health Glucosamine 1500mg with Condroitin | 200704569 | ARTHRITIS, JOINT FUNCTION | 144167021 | none | ||
| 2868 | Absolute Essential Sage Essential Oil (Organic) - ON SALE! | 56537548 | ORGANIC, OIL, HORMONE BALANCE | 0 | none | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | 0 | ADAPTOGENIC, ALLERGIES, HAIR CARE, HORMONE BALANCE, IMMUNE, JOINT FUNCTION | -56537548 | WELL-BEING, WELLNESS |