Fold 2 - Understanding why coefficient 5222124 was selected
Tag: CIRCULATION
Selected Coefficient: 5222124
Taxonomy Path: 13.3.11.9
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 5222124 | 2.012048 | 13.3.11.9 | 9.11.3.13 (9*83^3 + 11*83^2 + 3*83 + 13) | Yes | |
| 240784424 | 2.012048 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 765147300 | 3.000000 | 14.81.13.10.16 | 16.10.13.81.14 (16*83^4 + 10*83^3 + 13*83^2 + 81*83 + 14) | No |
These are the training products that have the "CIRCULATION" tag (processing sequence 4706). 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 |
|---|---|---|---|---|---|---|---|
| 3058 | Coyne Healthcare Purest Omega Oils 1000mg | 765147300 | BRAIN HEALTH, OMEGA, OIL | 759925176 | REPRODUCTIVE HEALTH | ||
| 19716 | Scots Pine Pollen Extract | 240784424 | none | 235562300 | SEXUAL HEALTH | ||
| 6653 | Grapefruit | 5222124 | none | 0 | none | ||
| 3109 | Green Trading Organic Brahmi Capsules | 0 | LIVER | -5222124 | BLOOD PRESSURE |