Fold 2 - Understanding why coefficient 240784424 was selected
Tag: FATIGUE
Selected Coefficient: 240784424
Taxonomy Path: 13.1.9.6.5
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 240784424 | 3.012048 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | Yes | |
| 479743333 | 3.048193 | 13.3.2.9.10 | 10.9.2.3.13 (10*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| 192161687 | 7.000000 | 4.82.5.4.4 | 4.4.5.82.4 (4*83^4 + 4*83^3 + 5*83^2 + 82*83 + 4) | No |
These are the training products that have the "FATIGUE" tag (processing sequence 4504). 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 |
|---|---|---|---|---|---|---|---|
| 3181 | Ultimate Life Natural Vitamin E Cream | 479743333 | none | 238958909 | BIRTH CARE, LIVER, GENTLE, BABIES | ||
| 19714 | Schisandra Extract | 240784424 | none | 0 | none | ||
| 3108 | Green Trading Organic Ashwagandha Capsules | 240784424 | none | 0 | none | ||
| 3111 | Harker Herbal Vira Guard | 240784424 | none | 0 | none | ||
| 19711 | Restorative Tonic | 240784424 | none | 0 | RESTORATIVE | ||
| 3060 | Dr Mercola Fermented Apple Cider Vinegar & Cayenne Capsules - (Organic) | 192161687 | DAIRY FREE | -48622737 | METABOLIC, APPETITE | ||
| 3141 | Neolife Betaine Digestive Aid | 0 | ENZYME | -240784424 | ALLERGIES | ||
| 3079 | Absolute Essential Base Chakra Oil (Organic) | 0 | FAIR TRADE | -240784424 | GROUNDING |