Fold 4 - Understanding why coefficient 2565143 was selected
Tag: SEXUAL HEALTH
Selected Coefficient: 2565143
Taxonomy Path: 13.1.16.5
Taxonomy Name: Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 2565143 | 1.000000 | 13.1.16.5 | 5.16.1.13 (5*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | Yes |
| 593394648 | 1.000000 | 52.4.43.18.15 | 15.18.43.4.52 (15*79^4 + 18*79^3 + 43*79^2 + 4*79 + 52) | No |
These are the training products that have the "SEXUAL HEALTH" tag (processing sequence 3386). 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 |
|---|---|---|---|---|---|---|---|
| 19881 | Maca Root Extract | 593394648 | LIBIDO | 590829505 | none | ||
| 19883 | Motherwort Extract | 2565143 | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | none | 0 | none |