Fold 0 - Understanding why coefficient -62666 was selected
Tag: SUMMER SHOES
Selected Coefficient: -62666
Taxonomy Path: -1.8.9
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? |
|---|---|---|---|---|---|
| -62666 | 2.000000 | -1.8.9 | -9.8.1 (-(9*83^2 + 8*83 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 62666 | 2.000000 | 1.8.9 | 9.8.1 (9*83^2 + 8*83 + 1) | No |
These are the training products that have the "SUMMER SHOES" tag (processing sequence 3651). 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 |
|---|---|---|---|---|---|---|---|
| 975 | Jada | 62666 | none | 125332 | WOVEN | ||
| 991 | Keen Woven | 0 | FREDA SALVADOR | 62666 | none | ||
| 1009 | Marisa | -62666 | CHIC SANDALS, FREDA SALVADOR | 0 | none |