Fold 3 - Understanding why coefficient 1061533 was selected
Tag: STOOLS
Selected Coefficient: 1061533
Taxonomy Path: 10.7.12.2
Taxonomy Name: Furniture > Chairs > Table & Bar Stools > Bar Stools
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? |
|---|---|---|---|---|---|
| 1061533 | 0.012658 | 10.7.12.2 | 2.12.7.10 (2*79^3 + 12*79^2 + 7*79 + 10) | Furniture > Chairs > Table & Bar Stools > Bar Stools | Yes |
| 1116 | 0.025316 | 10.14 | 14.10 (14*79 + 10) | Furniture > Ottomans | No |
These are the training products that have the "STOOLS" tag (processing sequence 2482). 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 |
|---|---|---|---|---|---|---|---|
| 19013 | KoKo Stool | 1061533 | Furniture > Chairs > Table & Bar Stools > Bar Stools | none | 0 | none | |
| 19208 | Anoki Stool - Natural 31x40cm | 1061533 | Furniture > Chairs > Table & Bar Stools > Bar Stools | none | 0 | none | |
| 19201 | Capiz Diamond Stool | 1116 | Furniture > Ottomans | none | -1060417 | none |