Fold 2 - Understanding why coefficient 21332 was selected
Tag: RECOVERY
Selected Coefficient: 21332
Taxonomy Path: 1.8.3
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 21332 | 2.000000 | 1.8.3 | 3.8.1 (3*83^2 + 8*83 + 1) | Yes | |
| 245868506 | 2.000000 | 13.1.0.15.5 | 5.15.0.1.13 (5*83^4 + 15*83^3 + 83 + 13) | No | |
| 481568848 | 2.000000 | 26.2.18.12.10 | 10.12.18.2.26 (10*83^4 + 12*83^3 + 18*83^2 + 2*83 + 26) | No |
These are the training products that have the "RECOVERY" tag (processing sequence 6279). 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 |
|---|---|---|---|---|---|---|---|
| 3061 | Dr Mercola Berberine with MicroPQQ Advanced | 481568848 | ALLERGIES | 481547516 | none | ||
| 3086 | Dr Mercola Vitamins D3 & K2 | 245868506 | VITAMIN D, IMMUNE, BRAIN HEALTH, BLOOD PRESSURE, DETOX, ALLERGIES | 245847174 | WELLNESS | ||
| 3155 | Nutra Organics Collagen Build with BodyBalance | 21332 | COLLAGEN, POWDER | 0 | none |