Fold 1 - Understanding why coefficient 240784424 was selected
Tag: SEXUAL HEALTH
Selected Coefficient: 240784424
Taxonomy Path: 13.1.9.6.5
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 240784424 | 0.000145 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | Yes | |
| 2969255 | 0.000435 | 13.1.16.5 | 5.16.1.13 (5*83^3 + 16*83^2 + 83 + 13) | No |
These are the training products that have the "SEXUAL HEALTH" tag (processing sequence 3090). 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 |
|---|---|---|---|---|---|---|---|
| 19716 | Scots Pine Pollen Extract | 240784424 | none | 0 | SIMPLE EXTRACTS, CIRCULATION | ||
| 19842 | Ginger Root Extract | 240784424 | none | 0 | GINGER, SIMPLE EXTRACTS | ||
| 19881 | Maca Root Extract | 240784424 | none | 0 | SIMPLE EXTRACTS | ||
| 19883 | Motherwort Extract | 2969255 | none | -237815169 | SIMPLE EXTRACTS, CARDIOVASCULAR, MENOPAUSE |