Fold 0 - Understanding why coefficient 4099039 was selected
Tag: BLACK FRIDAY DAY
Selected Coefficient: 4099039
Taxonomy Path: 1.1.14.7
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? |
|---|---|---|---|---|---|
| 4099039 | 2.000145 | 1.1.14.7 | 7.14.1.1 (7*83^3 + 14*83^2 + 83 + 1) | Yes | |
| 143525510 | 2.000145 | 1.1.1.2.3 | 3.2.1.1.1 (3*83^4 + 2*83^3 + 6889 + 83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 509702 | 3.000000 | 82.81.73 | 73.81.82 (73*83^2 + 81*83 + 82) | No |
These are the training products that have the "BLACK FRIDAY DAY" tag (processing sequence 6656). 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 |
|---|---|---|---|---|---|---|---|
| 26784 | Athletic Biker Shorts Set | 143525510 | none | 139426471 | none | ||
| 20733 | FRENCH TERRY DRAWSTRING WAIST SHORTS | 4099039 | none | 0 | none | ||
| 26829 | Do Not Disturb My Peace T-Shirt | 509702 | GRAPHIC TEE, SHORT SLEEVE, ALL TOPS | -3589337 | none | ||
| 26755 | Women's Cut Out Two Piece Activewear Set | 0 | FITNESS | -4099039 | none |