Fold 2 - Understanding why coefficient 6402 was selected
Tag: DIGITAL
Selected Coefficient: 6402
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
Products with this tag: 10
Unique residual values tried: 3
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 | 0.000006 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| 992480 | 0.000014 | 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 |
| 39942561 | 0.000014 | 3.2.1.2.1 | 1.2.1.2.3 (38950081 + 2*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Art & Craft Paper | No |
These are the training products that have the "DIGITAL" tag (processing sequence 2286). 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 |
|---|---|---|---|---|---|---|---|
| 20455 | [2023-05] Bolo Bob's Bakery Phone Wallpaper | 39942561 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Art & Craft Paper | none | 39936159 | none | |
| 20459 | [2023-06] Brunch at Dawn's Phone Wallpaper | 992480 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials | none | 986078 | none | |
| 20458 | [2023-06] Brunch at Dawn's Desktop Wallpaper | 992480 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials | none | 986078 | none | |
| 20463 | [2023-07] Steamie Girl Phone Wallpaper | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | 20230708_NEW | |
| 20464 | [2023-08] High Teahouse Desktop Wallpaper | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 20465 | [2023-08] High Teahouse Phone Wallpaper | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 20466 | [2023-09] Library Desktop Wallpaper | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 20467 | [2023-09] Library Phone Wallpaper | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 20457 | [2023-05] Hotpot Club Phone Wallpaper | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 20460 | [2023-07] Steam Castle Desktop Wallpaper | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none |