Fold 0 - Understanding why coefficient 1034663 was selected
Tag: CHAIR
Selected Coefficient: 1034663
Taxonomy Path: 0.62.7.2
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 1034663 | 1.000000 | 0.62.7.2 | 2.7.62.0 (2*79^3 + 7*79^2 + 62*79) | Yes | |
| 3589218 | 1.000000 | 11.8.22.7 | 7.22.8.11 (7*79^3 + 22*79^2 + 8*79 + 11) | No |
These are the training products that have the "CHAIR" tag (processing sequence 3280). 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 |
|---|---|---|---|---|---|---|---|
| 18838 | Turner - FF 445 | 3589218 | FABRIC | 2554555 | none | ||
| 13339 | Azul Bar Stool | 1034663 | DINING ROOM FURNITURE | 0 | none |