Fold 0 - Understanding why coefficient -31680 was selected
Tag: 14TH ANNIVERSARY
Selected Coefficient: -31680
Taxonomy Path: -1.6.5
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? |
|---|---|---|---|---|---|
| -31680 | 1.000000 | -1.6.5 | -5.6.1 (-(5*79^2 + 6*79 + 1)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "14TH ANNIVERSARY" tag (processing sequence 1017). 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 |
|---|---|---|---|---|---|---|---|
| 8875 | Black Fossil Pendant - Men's Necklace | 0 | STATEMENT NECKLACE | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | 13TH ANNIVERSARY | |
| 9182 | Pink Ruby Pendant 14k Gold Filled | -31680 | STATEMENT NECKLACE, PENDANTS | 0 | none |