Fold 2 - Understanding why coefficient 186170 was selected
Tag: SHADES
Selected Coefficient: 186170
Taxonomy Path: 1.2.27
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 186170 | 3.000000 | 1.2.27 | 27.2.1 (27*83^2 + 2*83 + 1) | Yes | |
| -4663937 | 5.000000 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 256 | 5.000000 | 7.3 | 3.7 (3*83 + 7) | No |
These are the training products that have the "SHADES" tag (processing sequence 2536). 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 |
|---|---|---|---|---|---|---|---|
| 27682 | Esme | 186170 | none | 0 | none | ||
| 27683 | Kayla | 186170 | none | 0 | none | ||
| 27688 | Maya Blue Light Glasses | 186170 | none | 0 | EYEWEAR | ||
| 27707 | Naomi | 256 | none | -185914 | EYEWEAR | ||
| 27061 | SUNSET BLVD SUNBLADES "SUNDOWN" | 0 | HIP HOP BLING | -186170 | none | ||
| 27060 | SUNSET BLVD SUNBLADES "SILVER TINT" | -4663937 | HIP HOP BLING, TEES | -4850107 | HYPEBEAST |