Fold 3 - Understanding why coefficient 172488 was selected
Tag: FALL NEUTRALS
Selected Coefficient: 172488
Taxonomy Path: 14.3.25
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 3
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 | 1.012048 | 14.3.25 | 25.3.14 (25*83^2 + 3*83 + 14) | Yes | |
| 8584621 | 1.036145 | 14.11.1.15 | 15.1.11.14 (15*83^3 + 6889 + 11*83 + 14) | No | |
| 467871 | 4.000000 | 0.76.67 | 67.76.0 (67*83^2 + 76*83) | No |
These are the training products that have the "FALL NEUTRALS" tag (processing sequence 4009). 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 |
|---|---|---|---|---|---|---|---|
| 31329 | Honeycomb Ice Bucket | 8584621 | none | 8412133 | UNDER $100 | ||
| 31336 | Wayfinder Wallpaper | 467871 | _FINAL-SALE | 295383 | SANDAL | ||
| 31318 | Greta Lucite Tray | 172488 | none | 0 | SANDAL | ||
| 31328 | Honeycomb Lucite Tray | 172488 | none | 0 | none | ||
| 31335 | Strata Lucite Tray | 172488 | none | 0 | none |