Fold 0 - Understanding why coefficient 27640 was selected
Tag: CAREER
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
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? |
|---|---|---|---|---|---|
| 27640 | 1.000000 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "CAREER" tag (processing sequence 1631). 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 |
|---|---|---|---|---|---|---|---|
| 27764 | Harrie Tie Front | 27640 | none | 0 | none | ||
| 27765 | Ollie Smocked Sundress | 27640 | none | 0 | none | ||
| 27944 | Laurel Dress -Nursing | 0 | FITTED DRESS | -27640 | SWEATER |