Fold 3 - Understanding why coefficient 41999 was selected
Tag: SANDAL
Selected Coefficient: 41999
Taxonomy Path: 1.8.6
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? |
|---|---|---|---|---|---|
| 41999 | 2.000000 | 1.8.6 | 6.8.1 (6*83^2 + 8*83 + 1) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 295383 | 4.000000 | 69.72.42 | 42.72.69 (42*83^2 + 72*83 + 69) | No |
These are the training products that have the "SANDAL" tag (processing sequence 4085). 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 | 295383 | _FINAL-SALE, FALL NEUTRALS | 253384 | none | ||
| 984 | Kamika 2 | 41999 | none | 0 | none | ||
| 6155 | BIRKENSTOCK: GIZEH BIG BUCKLE SANDALS | 41999 | none | 0 | none | ||
| 9463 | LENA: RAINBOW MULTI METALLIC SANDALS | 41999 | none | 0 | none | ||
| 31318 | Greta Lucite Tray | 0 | FALL NEUTRALS | -41999 | none |