Fold 1 - Understanding why coefficient 195199757 was selected
Tag: DETOX
Selected Coefficient: 195199757
Taxonomy Path: 0.0.72.0.5
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 195199757 | 1.000000 | 0.0.72.0.5 | 5.0.72.0.0 (5*79^4 + 72*79^2) | Yes | |
| 197764900 | 1.000000 | 13.1.9.6.5 | 5.6.9.1.13 (5*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | No |
These are the training products that have the "DETOX" tag (processing sequence 3123). 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 |
|---|---|---|---|---|---|---|---|
| 1180 | Supreme Cleanse | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 2565143 | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | none |
| 3063 | Dr Mercola Black Seed Oil (Organic) | 195199757 | BRAIN HEALTH, DIGESTIVE, BLOOD PRESSURE, DEPRESSION | 0 | none |