Fold 1 - Understanding why coefficient -41999 was selected
Tag: FALL NEUTRALS
Selected Coefficient: -41999
Taxonomy Path: -1.8.6
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? |
|---|---|---|---|---|---|
| -41999 | 2.000000 | -1.8.6 | -6.8.1 (-(6*83^2 + 8*83 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "FALL NEUTRALS" tag (processing sequence 4789). 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 | 0 | UNDER $100 | 41999 | none | ||
| 31335 | Strata Lucite Tray | 0 | TRAY | 41999 | RETAIL | ||
| 31318 | Greta Lucite Tray | -41999 | TRAY, SANDAL | 0 | RETAIL | ||
| 31336 | Wayfinder Wallpaper | -41999 | _FINAL-SALE, SANDAL | 0 | RETAIL |