Fold 0 - Understanding why coefficient 992480 was selected
Tag: PALM TREE
Selected Coefficient: 992480
Taxonomy Path: 3.2.1.2
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 992480 | 0.000000 | 3.2.1.2 | 2.1.2.3 (2*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials | Yes |
These are the training products that have the "PALM TREE" tag (processing sequence 1279). 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 |
|---|---|---|---|---|---|---|---|
| 13994 | Walk in the Jungle | 992480 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials | none | 0 | none | |
| 14019 | Summer Holiday | 992480 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials | none | 0 | BLUE AND WHITE | |
| 14046 | Island Life in Black | 992480 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials | none | 0 | none |