Fold 0 - Understanding why coefficient -25632 was selected
Tag: MENS GIFT
Selected Coefficient: -25632
Taxonomy Path: -1.6.5
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? |
|---|---|---|---|---|---|
| -25632 | 2.000000 | -1.6.5 | -5.6.1 (-(5*71^2 + 6*71 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 2969648 | 2.000000 | 2.7.21.8 | 8.21.7.2 (8*71^3 + 21*71^2 + 7*71 + 2) | No |
These are the training products that have the "MENS GIFT" tag (processing sequence 1659). 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 |
|---|---|---|---|---|---|---|---|
| 9455 | Sapphire Necklace - Antique Sterling Silver | 2969648 | 23RD ANNIVERSARY, CHAIN MATERIAL BLACK FLAT LEATHER, DARK BLUE CRYSTAL | 2995280 | MENS NECKLACE | ||
| 9085 | Men's Herkimer Diamond Pendant - Antique Bronze | 0 | PENDANT | 25632 | Apparel & Accessories > Jewelry > Charms & Pendants | MENS NECKLACE | |
| 9518 | Herkimer Diamond Necklace - Add a Sterling Silver Chain | -25632 | PENDANT, CRYSTAL NECKLACE | 0 | none |