Fold 2 - Understanding why coefficient 7058 was selected
Tag: DIGITAL
Selected Coefficient: 7058
Taxonomy Path: 3.2.1
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 7058 | 0.000005 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | Yes | |
| 1150632 | 0.000011 | 3.2.1.2 | 2.1.2.3 (2*83^3 + 6889 + 2*83 + 3) | No | |
| 48608953 | 0.000011 | 3.2.1.2.1 | 1.2.1.2.3 (47458321 + 2*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "DIGITAL" tag (processing sequence 3376). 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 | 48608953 | none | 48601895 | none | ||
| 20458 | [2023-06] Brunch at Dawn's Desktop Wallpaper | 1150632 | none | 1143574 | 20230624_NEW | ||
| 20459 | [2023-06] Brunch at Dawn's Phone Wallpaper | 1150632 | none | 1143574 | 20230624_NEW | ||
| 20461 | [2023-07] Steam Castle Phone Wallpaper | 7058 | none | 0 | none | ||
| 20464 | [2023-08] High Teahouse Desktop Wallpaper | 7058 | none | 0 | none | ||
| 20454 | [2023-05] Bolo Bob's Bakery Desktop Wallpaper | 7058 | none | 0 | none | ||
| 20467 | [2023-09] Library Phone Wallpaper | 7058 | none | 0 | none | ||
| 20456 | [2023-05] Hotpot Club Desktop Wallpaper | 7058 | none | 0 | none | ||
| 20460 | [2023-07] Steam Castle Desktop Wallpaper | 7058 | none | 0 | none |