Fold 1 - Understanding why coefficient 1485519 was selected
Tag: FAT QUARTER GYPSY
Selected Coefficient: 1485519
Taxonomy Path: 3.2.1.3
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Tool Accessories
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 1485519 | 2.000002 | 3.2.1.3 | 3.1.2.3 (3*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Tool Accessories | Yes |
| 9428884238 | 2.000002 | 3.2.1.6.5.3 | 3.5.6.1.2.3 (3*79^5 + 5*79^4 + 6*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Crafting Patterns & Molds > Sewing Patterns > Home Decor Sewing Patterns | No |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 414 | 3.000000 | 19.5 | 5.19 (5*79 + 19) | Product Add-Ons > Product Upgrades | No |
These are the training products that have the "FAT QUARTER GYPSY" tag (processing sequence 3117). 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 | 9428884238 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Crafting Patterns & Molds > Sewing Patterns > Home Decor Sewing Patterns | none | 9427398719 | none | |
| 19936 | Large Pop-Up Pattern Refill Spring 10.5" | 1485519 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Tool Accessories | none | 0 | none | |
| 20091 | Small Pop-Up Pattern Refill Spring 5.5" | 414 | Product Add-Ons > Product Upgrades | none | -1485105 | none | |
| 20139 | Medium Pop-Up Pattern Refill Spring 8" | 0 | BASKET | -1485519 | none |