Fold 1 - Understanding why coefficient 12063566 was selected
Tag: CUTTING BOARD
Selected Coefficient: 12063566
Taxonomy Path: 14.11.8.21
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 12063566 | 1.000000 | 14.11.8.21 | 21.8.11.14 (21*83^3 + 8*83^2 + 11*83 + 14) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "CUTTING BOARD" tag (processing sequence 1626). 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 |
|---|---|---|---|---|---|---|---|
| 25397 | Wild Moose Hardwood Cheese Board | 12063566 | none | 0 | none | ||
| 25400 | Montana Bison Hardwood Cheese Board | 12063566 | none | 0 | none | ||
| 25399 | Montana Map Cheese Board | 0 | CHEESE BOARD | -12063566 | none |