Fold 2 - Understanding why coefficient 12717178 was selected
Tag: ONE PIECE
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 "ONE PIECE" tag (processing sequence 1436). 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 |
|---|---|---|---|---|---|---|---|
| 810 | Always Fits Sunny One-piece | 12717178 | none | 0 | SWIMSUITS, SWIM SUIT | ||
| 995 | Laila | 12717178 | none | 0 | SWIMSUITS, ITALIAN, SWIM SUIT, EUROPEAN CLOTHING, FUN | ||
| 1038 | Papaia | 12717178 | none | 0 | SWIMSUITS, ITALIAN, SWIM SUIT, EUROPEAN CLOTHING | ||
| 1059 | Showpony | 12717178 | none | 0 | SWIM, ITALIAN |