Fold 0 - Understanding why coefficient -1916145 was selected
Tag: HERBAL
Selected Coefficient: -1916145
Taxonomy Path: -0.2.70.3
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -1916145 | 1.025477 | -0.2.70.3 | -3.70.2.0 (-(3*79^3 + 70*79^2 + 2*79)) | Yes | |
| 195723843 | 1.025637 | 0.77.76.1.5 | 5.1.76.77.0 (5*79^4 + 493039 + 76*79^2 + 77*79) | No | |
| 0 | 1.037975 | 0 | 0 (0) | No | |
| 197764900 | 5.000000 | 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 "HERBAL" tag (processing sequence 1674). 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 | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 199681045 | none | |
| 3122 | Kiwiherb EchiBerry® | 195723843 | STRESS | 197639988 | IMMUNE | ||
| 3064 | Dr Mercola Fermented Beta Glucans | 0 | KETOGENIC | 1916145 | IMMUNE | ||
| 3083 | Dr Mercola Fermented Black Garlic | 0 | KETOGENIC | 1916145 | IMMUNE | ||
| 3120 | Kiwiherb De-Stuff For Kids (Organic) | -1916145 | ORGANIC | 0 | none | ||
| 3121 | Kiwiherb De-Stuff Rub (Organic) | -1916145 | ORGANIC | 0 | none |