Fold 2 - Understanding why coefficient -77918975 was selected
Tag: KAHUNA BAY
Selected Coefficient: -77918975
Taxonomy Path: -11.1.3.0.2
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -77918975 | 4.000000 | -11.1.3.0.2 | -2.0.3.1.11 (-(2*79^4 + 3*79^2 + 79 + 11)) | Yes | |
| -25305 | 4.000000 | -25.4.4 | -4.4.25 (-(4*79^2 + 4*79 + 25)) | No | |
| -6402 | 4.000000 | -3.2.1 | -1.2.3 (-(6241 + 2*79 + 3)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 6402 | 4.000000 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | No |
These are the training products that have the "KAHUNA BAY" tag (processing sequence 1844). 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 |
|---|---|---|---|---|---|---|---|
| 14069 | Coconut Palm by the Pool | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | AUSTRALIAN MADE, BLACK AND WHITE DECOR | 77925377 | none | |
| 14068 | Cocoa Nut Palm | 0 | PRINT, AUSTRALIAN MADE, BLACK AND WHITE DECOR | 77918975 | none | ||
| 14067 | Le Coconut | -6402 | PRINT, AUSTRALIAN MADE | 77912573 | PALM TREE ART | ||
| 14066 | Le Flower | -25305 | PRINT, AUSTRALIAN MADE, FLOWER | 77893670 | PALM TREE ART | ||
| 14011 | Beach Lunch | -77918975 | PRINT, AUSTRALIAN MADE, BLACK AND WHITE DECOR | 0 | none |