Fold 0 - Understanding why coefficient 95495402 was selected
Tag: FITNESS
Selected Coefficient: 95495402
Taxonomy Path: 1.1.1.1.2
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 95495402 | 1.000000 | 1.1.1.1.2 | 2.1.1.1.1 (2*83^4 + 571787 + 6889 + 83 + 1) | Yes | |
| 240784424 | 2.000000 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No |
These are the training products that have the "FITNESS" tag (processing sequence 3546). 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 |
|---|---|---|---|---|---|---|---|
| 26878 | Ultra Quercetin Plus | 240784424 | none | 145289022 | JOINTS, LUNG, LIVER, BLOOD PRESSURE, COLD | ||
| 26755 | Women's Cut Out Two Piece Activewear Set | 95495402 | none | 0 | BLACK FRIDAY DAY | ||
| 28441 | Break Away Leggings | 95495402 | none | 0 | LEGGINGS, IN DEMAND |