Fold 4 - Understanding why coefficient -586904 was selected
Tag: WOMEN'S HEALTH
Selected Coefficient: -586904
Taxonomy Path: -13.3.15.1
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -586904 | 3.000000 | -13.3.15.1 | -1.15.3.13 (-(493039 + 15*79^2 + 3*79 + 13)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 15738847219 | 4.000000 | 13.1.9.6.9.5 | 5.9.6.9.1.13 (5*79^5 + 9*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Single Vitamins > Vitamin D | No |
These are the training products that have the "WOMEN'S HEALTH" tag (processing sequence 2760). 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 | 15738847219 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Single Vitamins > Vitamin D | none | 15739434123 | IMMUNITY, ADAPTOGENIC, DETOX, BLOOD PRESSURE, DEPRESSION, BRAIN HEALTH, WELL-BEING | |
| 3063 | Dr Mercola Black Seed Oil (Organic) | 0 | DIGESTIVE | 586904 | Health & Beauty > Personal Care > Sleeping Aids > Eye Masks | IMMUNITY, ADAPTOGENIC, DETOX, BLOOD PRESSURE, DEPRESSION, HAIR CARE, BRAIN HEALTH, WELL-BEING | |
| 3110 | Green Trading Organic Shatavari Powder | 0 | FERTILITY | 586904 | Health & Beauty > Personal Care > Sleeping Aids > Eye Masks | IMMUNITY, REPRODUCTIVE HEALTH | |
| 3064 | Dr Mercola Fermented Beta Glucans | -586904 | MINERAL, REVITALISING | 0 | IMMUNITY, ADAPTOGENIC | ||
| 3083 | Dr Mercola Fermented Black Garlic | -586904 | MINERAL, REVITALISING | 0 | IMMUNITY, ADAPTOGENIC |