Fold 0 - Understanding why coefficient -28055 was selected
Tag: HALO
Selected Coefficient: -28055
Taxonomy Path: -1.6.4
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? |
|---|---|---|---|---|---|
| -28055 | 2.000000 | -1.6.4 | -4.6.1 (-(4*83^2 + 6*83 + 1)) | Yes | |
| 62500 | 2.000000 | 1.6.9 | 9.6.1 (9*83^2 + 6*83 + 1) | No | |
| 111222 | 2.000000 | 2.12.16 | 16.12.2 (16*83^2 + 12*83 + 2) | No |
These are the training products that have the "HALO" tag (processing sequence 6202). 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 |
|---|---|---|---|---|---|---|---|
| 20713 | Melanie Diamond Halo Necklace | 111222 | MINIMALIST | 139277 | none | ||
| 20772 | Halo Diamond Ring | 62500 | none | 90555 | none | ||
| 20681 | Alexandra Enamel and Diamond Earrings | -28055 | EARRINGS, ENAMEL | 0 | MATERIALS_GEMSTONES |