Fold 0 - Understanding why coefficient 41999 was selected
Tag: WEDGES
Selected Coefficient: 41999
Taxonomy Path: 1.8.6
Taxonomy Name:
Products with this tag: 3
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 | 1.000145 | 1.8.6 | 6.8.1 (6*83^2 + 8*83 + 1) | Yes | |
| 69555 | 1.000145 | 1.8.10 | 10.8.1 (10*83^2 + 8*83 + 1) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "WEDGES" tag (processing sequence 6278). 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 |
|---|---|---|---|---|---|---|---|
| 31208 | Briya Derbies, Longan Brown Croco Calfskin | 69555 | none | 27556 | none | ||
| 18525 | Belt Buckle Platform Non-slip Open Toe Wedge Sandals | 41999 | none | 0 | none | ||
| 31202 | GOTTY ANKLE BOOTS, WHITE CALFSKIN | 0 | 42 | -41999 | none |