Fold 1 - Understanding why coefficient 6311891680 was selected
Tag: 28MM
Selected Coefficient: 6311891680
Taxonomy Path: 3.2.1.4.4.2
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Tools > Craft Cutting & Embossing Tools > Craft Cutters & Embossers
Products with this tag: 1
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? |
|---|---|---|---|---|---|
| 6311891680 | 0.000000 | 3.2.1.4.4.2 | 2.4.4.1.2.3 (2*79^5 + 4*79^4 + 4*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Tools > Craft Cutting & Embossing Tools > Craft Cutters & Embossers | Yes |
These are the training products that have the "28MM" tag (processing sequence 1398). 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 |
|---|---|---|---|---|---|---|---|
| 20011 | DAFA 28mm Rotary Cutter for Cutting Multiple Layers - Type S | 6311891680 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Tools > Craft Cutting & Embossing Tools > Craft Cutters & Embossers | none | 0 | none |