Fold 1 - Understanding why coefficient 6402 was selected
Tag: JUNGLE
Selected Coefficient: 6402
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
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? |
|---|---|---|---|---|---|
| 6402 | 2.000002 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| 992480 | 2.000002 | 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 | No |
| -119321767 | 3.000000 | -9.1.1.5.3 | -3.5.1.1.9 (-(3*79^4 + 5*79^3 + 6241 + 79 + 9)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "JUNGLE" tag (processing sequence 3188). 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 |
|---|---|---|---|---|---|---|---|
| 14071 | Saint John Coconut Palm | 992480 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials | DESIGNER ART, WHITE DECOR | 986078 | none | |
| 14012 | More Palms | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | DESIGNER ART, WHITE DECOR | 0 | none | |
| 13782 | Traditional Polynesian Tapa design | Cotton Fabric | 0 | FUN | -6402 | none | ||
| 13995 | Pre-Order New Design Saint John The Series - Designs 1 and 2 | -119321767 | COCKTAIL, GIN, DESIGNER ART, WHITE DECOR | -119328169 | none |