Fold 1 - Understanding why coefficient 48390 was selected
Tag: BRIDAL LINGERIE
Selected Coefficient: 48390
Taxonomy Path: 1.2.7
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? |
|---|---|---|---|---|---|
| 48390 | 1.012048 | 1.2.7 | 7.2.1 (7*83^2 + 2*83 + 1) | Yes | |
| 1756779 | 1.012048 | 1.1.6.3 | 3.6.1.1 (3*83^3 + 6*83^2 + 83 + 1) | No | |
| 6988 | 2.000000 | 16.1.1 | 1.1.16 (6889 + 83 + 16) | No |
These are the training products that have the "BRIDAL LINGERIE" tag (processing sequence 6187). 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 |
|---|---|---|---|---|---|---|---|
| 133 | Lace Appliqué Bustier | 1756779 | none | 1708389 | none | ||
| 146 | Tulle and Silk Blindfold | 48390 | none | 0 | none | ||
| 23327 | Bundle of Women's Pajama Set Lace 3 Piece Sleepwear and Women's Lingerie Set Short Skirt With Stockings Socks Nightwear | 6988 | none | -41402 | none |