Fold 3 - Understanding why coefficient -1057 was selected
Tag: LUNA
Selected Coefficient: -1057
Taxonomy Path: -30.13
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -1057 | 1.000000 | -30.13 | -13.30 (-(13*79 + 30)) | Yes | |
| 518254 | 1.000000 | 14.3.4.1 | 1.4.3.14 (493039 + 4*79^2 + 3*79 + 14) | Home & Garden > Decor > Artwork > Decorative Tapestries | No |
These are the training products that have the "LUNA" tag (processing sequence 3241). 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 |
|---|---|---|---|---|---|---|---|
| 14235 | White Black Sun Moon Mandala Tapestry Wall Hanging Celestial | 518254 | Home & Garden > Decor > Artwork > Decorative Tapestries | none | 519311 | none | |
| 9476 | LUNA: CARAMEL MULTI WAY HANDBAG | -1057 | HANDBAG, BAGS, CROSSBODY | 0 | none |