Fold 1 - Understanding why coefficient 358491 was selected
Tag: IMPERIAL
Selected Coefficient: 358491
Taxonomy Path: 14.3.52
Taxonomy Name:
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| 358491 | 0.036290 | 14.3.52 | 52.3.14 (52*83^2 + 3*83 + 14) | Yes | |
| 144932 | 0.037016 | 14.3.21 | 21.3.14 (21*83^2 + 3*83 + 14) | No | |
| 4644113 | 0.084337 | 14.11.10.8 | 8.10.11.14 (8*83^3 + 10*83^2 + 11*83 + 14) | No |
These are the training products that have the "IMPERIAL" tag (processing sequence 3830). 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 |
|---|---|---|---|---|---|---|---|
| 9772 | ALC Imperial Filigree Napkin Clip 10 set of 4 Feather with Brass and Silver | 4644113 | none | 4285622 | WHOLESALE | ||
| 9778 | ALC Imperial Filigree Napkin Clip Four | 4644113 | none | 4285622 | WHOLESALE | ||
| 9783 | ALC Imperial Filigree Napkin Clip One | 4644113 | none | 4285622 | WHOLESALE | ||
| 9784 | ALC 5 in x 7 in Imperial Filigree Picture Frame | 358491 | none | 0 | WHOLESALE | ||
| 9793 | ALC Imperial 4 x 6 Picture Frame | 358491 | none | 0 | WHOLESALE | ||
| 9794 | ALC Imperial 5 x 7 Picture Frame | 358491 | none | 0 | WHOLESALE | ||
| 9644 | ALC Imperial Filigree 5 x 7 Lotus Flower Picture Frame | 358491 | none | 0 | WHOLESALE | ||
| 9645 | ALC Imperial Filigree 4 x 6 Lotus Flower Picture Frame | 358491 | none | 0 | WHOLESALE | ||
| 9646 | ALC Imperial Filigree 4 x 6 Picture Frame | 358491 | none | 0 | WHOLESALE | ||
| 9795 | ALC Imperial 7 X 11 Rectangle Bowl | 144932 | none | -213559 | WHOLESALE |