Fold 2 - Understanding why coefficient 69555 was selected
Tag: HEEL
Selected Coefficient: 69555
Taxonomy Path: 1.8.10
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 69555 | 3.000290 | 1.8.10 | 10.8.1 (10*83^2 + 8*83 + 1) | Yes | |
| 62666 | 3.000435 | 1.8.9 | 9.8.1 (9*83^2 + 8*83 + 1) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "HEEL" tag (processing sequence 4509). 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 |
|---|---|---|---|---|---|---|---|
| 29084 | Anchor Heel - Oyster | 69555 | none | 0 | FINAL-SALE | ||
| 29109 | Adore Heel - Champagne Velvet | 69555 | none | 0 | none | ||
| 29110 | Adore Heel - Wine Velvet | 69555 | none | 0 | none | ||
| 29113 | Rooney Loafer - Grey | 62666 | none | -6889 | none | ||
| 29114 | Rooney Loafer - Black | 62666 | none | -6889 | none | ||
| 29115 | Union Heel - Snow | 0 | NEW-ARRIVAL | -69555 | SNOW | ||
| 29119 | Brooklyn Boot - Stone | 0 | BOOT | -69555 | none | ||
| 29120 | Brooklyn Boot - Black | 0 | BOOT | -69555 | none |