Fold 1 - Understanding why coefficient 129251324 was selected
Tag: HERBAL
Selected Coefficient: 129251324
Taxonomy Path: 13.1.9.6.5
Taxonomy Name: Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 129251324 | 1.000000 | 13.1.9.6.5 | 5.6.9.1.13 (5*71^4 + 6*71^3 + 9*71^2 + 71 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | Yes |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "HERBAL" tag (processing sequence 844). 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 |
|---|---|---|---|---|---|---|---|
| 3111 | Harker Herbal Vira Guard | 129251324 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | none | |
| 3122 | Kiwiherb EchiBerry® | 129251324 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | none | |
| 3064 | Dr Mercola Fermented Beta Glucans | 0 | KETOGENIC, ADAPTOGENIC | -129251324 | MINERAL |