Fold 0 - Understanding why coefficient 76041 was selected
Tag: BATH BOMB
Selected Coefficient: 76041
Taxonomy Path: 13.3.11
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 76041 | 0.000002 | 13.3.11 | 11.3.13 (11*83^2 + 3*83 + 13) | Yes | |
| 3506763 | 0.000007 | 13.3.11.6 | 6.11.3.13 (6*83^3 + 11*83^2 + 3*83 + 13) | No |
These are the training products that have the "BATH BOMB" tag (processing sequence 2688). 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 |
|---|---|---|---|---|---|---|---|
| 25428 | Limited Edition Unicorn Sparkle Bath Rocks | 3506763 | none | 3430722 | NEW-PRODUCTS | ||
| 33461 | Small Bath Bomb Four Pack | 76041 | none | 0 | none | ||
| 33472 | Sunshine Fruits Bath Bomb | 76041 | none | 0 | none | ||
| 33473 | 50 Shades Bath Bomb | 76041 | none | 0 | none | ||
| 33474 | Champagne & Strawberries Bath Bomb | 76041 | none | 0 | none |