Fold 2 - Understanding why coefficient -15123 was selected
Tag: RUBY
Selected Coefficient: -15123
Taxonomy Path: -0.0.3
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? |
|---|---|---|---|---|---|
| -15123 | 1.000198 | -0.0.3 | -3.0.0 (-(3*71^2)) | Yes | |
| 0 | 1.000198 | 0 | 0 (0) | No | |
| -20606 | 2.000000 | -16.6.4 | -4.6.16 (-(4*71^2 + 6*71 + 16)) | No |
These are the training products that have the "RUBY" tag (processing sequence 1993). 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 |
|---|---|---|---|---|---|---|---|
| 9453 | Ruby & Pearl - Charm Necklaces | 0 | 12TH ANNIVERSARY, 40TH ANNIVERSARY, JULY BIRTHSTONE | 15123 | none | ||
| 9149 | Men’s Ruby Pendant Antique Bronze - Black Leather Cord | -15123 | 40TH ANNIVERSARY, JULY BIRTHSTONE, MEN'S NECKLACE | 0 | none | ||
| 9452 | Raw Ruby Necklace - Mixed Wire Antique Bronze | -20606 | PENDANT, SILVER, ANTIQUE BRONZE, 40TH ANNIVERSARY | -5483 | none |