Fold 0 - Understanding why coefficient 7816 was selected
Tag: ENTERTAINING
Selected Coefficient: 7816
Taxonomy Path: 14.11.1
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? |
|---|---|---|---|---|---|
| 7816 | 2.012193 | 14.11.1 | 1.11.14 (6889 + 11*83 + 14) | Yes | |
| 12063566 | 2.012193 | 14.11.8.21 | 21.8.11.14 (21*83^3 + 8*83^2 + 11*83 + 14) | No | |
| 206933 | 2.024096 | 14.3.30 | 30.3.14 (30*83^2 + 3*83 + 14) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 429851595 | 4.000000 | 73.66.63.4.9 | 9.4.63.66.73 (9*83^4 + 4*83^3 + 63*83^2 + 66*83 + 73) | No |
These are the training products that have the "ENTERTAINING" tag (processing sequence 6932). 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 |
|---|---|---|---|---|---|---|---|
| 29050 | Handled Mango Wood Trays | 429851595 | DINING, TRAY | 429843779 | none | ||
| 10964 | Rustic Chopping Board, Server and Display 50 CM | 12063566 | none | 12055750 | EVENTS | ||
| 10973 | Vintage Teak Grinders 33 CM H | 206933 | none | 199117 | EVENTS | ||
| 25160 | Stemless Glass - Boss Lady | 7816 | none | 0 | none | ||
| 10859 | Ceramic Faux Giant Clamshell Clam Decor Sculpture Bowl 24 CM | 0 | COASTAL | -7816 | none |