Fold 1 - Understanding why coefficient -2918811 was selected
Tag: 7TH ANNIVERSARY
Selected Coefficient: -2918811
Taxonomy Path: -1.1.11.8
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? |
|---|---|---|---|---|---|
| -2918811 | 1.000000 | -1.1.11.8 | -8.11.1.1 (-(8*71^3 + 11*71^2 + 71 + 1)) | Yes | |
| 30673 | 1.000000 | 1.6.6 | 6.6.1 (6*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
These are the training products that have the "7TH ANNIVERSARY" tag (processing sequence 341). 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 |
|---|---|---|---|---|---|---|---|
| 9087 | Men's Lapis Lazuli Point in Antique Bronze - With Black Leather Cord | 30673 | Apparel & Accessories > Jewelry > Earrings | ANTIQUE BRONZE | 2949484 | none | |
| 9484 | Silver Black Onyx Necklace | -2918811 | GOLD, WOMEN | 0 | none |