Fold 0 - Understanding why coefficient 12717178 was selected
Tag: SWIMSUIT
Selected Coefficient: 12717178
Taxonomy Path: 1.1.20.22
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 12717178 | 0.000000 | 1.1.20.22 | 22.20.1.1 (22*83^3 + 20*83^2 + 83 + 1) | Yes |
These are the training products that have the "SWIMSUIT" tag (processing sequence 1543). 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 |
|---|---|---|---|---|---|---|---|
| 828 | Augusta Crinkle | 12717178 | none | 0 | EASY, FUN | ||
| 14295 | Backless One Piece Sexy Thong Swimsuit | 12717178 | none | 0 | LUNA | ||
| 15706 | Louis V One-Piece | 12717178 | none | 0 | none | ||
| 15707 | Louis V Pink | 12717178 | none | 0 | none |