Fold 0 - Understanding why coefficient 172488 was selected
Tag: FALL NEUTRALS
Selected Coefficient: 172488
Taxonomy Path: 14.3.25
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 172488 | 0.000145 | 14.3.25 | 25.3.14 (25*83^2 + 3*83 + 14) | Yes | |
| 468715 | 0.000435 | 14.3.68 | 68.3.14 (68*83^2 + 3*83 + 14) | No |
These are the training products that have the "FALL NEUTRALS" tag (processing sequence 3000). 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 |
|---|---|---|---|---|---|---|---|
| 31336 | Wayfinder Wallpaper | 468715 | none | 296227 | _FINAL-SALE, SANDAL | ||
| 31318 | Greta Lucite Tray | 172488 | none | 0 | TRAY, SANDAL, ENTERTAINER | ||
| 31328 | Honeycomb Lucite Tray | 172488 | none | 0 | TRAY, ENTERTAINER | ||
| 31335 | Strata Lucite Tray | 172488 | none | 0 | TRAY |