Fold 0 - Understanding why coefficient -197764900 was selected
Tag: BRAIN HEALTH
Selected Coefficient: -197764900
Taxonomy Path: -13.1.9.6.5
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -197764900 | 4.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 99948 | 4.000000 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | No |
| 1031457271 | 4.000000 | 12.12.3.38.26 | 26.38.3.12.12 (26*79^4 + 38*79^3 + 3*79^2 + 12*79 + 12) | No | |
| 15701445156 | 4.000000 | 26.4.20.9.8.5 | 5.8.9.20.4.26 (5*79^5 + 8*79^4 + 9*79^3 + 20*79^2 + 4*79 + 26) | No |
These are the training products that have the "BRAIN HEALTH" tag (processing sequence 4482). 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 |
|---|---|---|---|---|---|---|---|
| 3086 | Dr Mercola Vitamins D3 & K2 | 15701445156 | IMMUNITY, ALLERGIES, OILS, BLOOD PRESSURE, WELL-BEING, DEPRESSION, DETOX, KETOSIS | 15899210056 | JOINT FUNCTION | ||
| 3059 | Dr Mercola Antarctic Krill Oil Omega 3 | 1031457271 | OMEGA, IMMUNITY, PALEO, OILS, KETOSIS | 1229222171 | JOINT FUNCTION | ||
| 19749 | Clear Focus Formula | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 197864848 | ROSEMARY | |
| 3063 | Dr Mercola Black Seed Oil (Organic) | 0 | IMMUNITY, ALLERGIES, DIGESTIVE, OILS, BLOOD PRESSURE, WELL-BEING, HAIR CARE, DEPRESSION, DETOX, KETOSIS | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | JOINT FUNCTION | |
| 19881 | Maca Root Extract | -197764900 | SEXUAL HEALTH, ENERGY | 0 | none |