Fold 4 - Understanding why coefficient 7141 was selected
Tag: CHRISTMAS ORNAMENT
Selected Coefficient: 7141
Taxonomy Path: 3.3.1
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 7141 | 1.012048 | 3.3.1 | 1.3.3 (6889 + 3*83 + 3) | Yes | |
| 13947 | 1.012048 | 3.2.2 | 2.2.3 (2*83^2 + 2*83 + 3) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "CHRISTMAS ORNAMENT" tag (processing sequence 6213). 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 |
|---|---|---|---|---|---|---|---|
| 17426 | Personalized glass birthday Ornaments, boys glass birthday Ornaments, girls glass birthday Ornaments, Glass Ornament | 13947 | BIRTHDAY GIFTS | 6806 | none | ||
| 17422 | Boys Christmas Ornament, Personalized Dinosaur Christmas Ornament, Cute Boys Christmas Ornament, Christmas Gift for Son Nephew Brother | 7141 | none | 0 | none | ||
| 17586 | 50th Anniversary Ornaments | Custom Anniversary Ornament | Personalized Anniversary Gifts | Wedding Gifts | 0 | WEDDING GIFTS | -7141 | none |