Fold 4 - Understanding why coefficient 12057851314 was selected
Tag: FAT QUARTER GYPSY
Selected Coefficient: 12057851314
Taxonomy Path: 3.2.1.6.5.3
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Crafting Patterns & Molds > Sewing Patterns > Home Decor Sewing Patterns
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? |
|---|---|---|---|---|---|
| 12057851314 | 0.000002 | 3.2.1.6.5.3 | 3.5.6.1.2.3 (3*83^5 + 5*83^4 + 6*83^3 + 6889 + 2*83 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Crafting Patterns & Molds > Sewing Patterns > Home Decor Sewing Patterns | Yes |
| 1722419 | 0.000003 | 3.2.1.3 | 3.1.2.3 (3*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "FAT QUARTER GYPSY" tag (processing sequence 3551). 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 |
|---|---|---|---|---|---|---|---|
| 20025 | Fat Quarter Pop-Up Container Pattern | 12057851314 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Crafting Patterns & Molds > Sewing Patterns > Home Decor Sewing Patterns | none | 0 | none | |
| 20166 | T-Shirt Pop-Ups Pattern | 12057851314 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Crafting Patterns & Molds > Sewing Patterns > Home Decor Sewing Patterns | none | 0 | none | |
| 19936 | Large Pop-Up Pattern Refill Spring 10.5" | 1722419 | none | -12056128895 | none |