Fold 2 - Understanding why coefficient -50403 was selected
Tag: MENS GIFT
Selected Coefficient: -50403
Taxonomy Path: -1.6.8
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? |
|---|---|---|---|---|---|
| -50403 | 1.000160 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | Yes | |
| -31680 | 1.000160 | -1.6.5 | -5.6.1 (-(5*79^2 + 6*79 + 1)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "MENS GIFT" tag (processing sequence 2512). 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 |
|---|---|---|---|---|---|---|---|
| 9119 | Men's Rainbow Moonstone in Antique Bronze - With Black Leather Cord | 0 | MEN'S NECKLACE | 50403 | Apparel & Accessories > Jewelry > Necklaces | 50TH ANNIVERSARY, JUNE BIRTHSTONE | |
| 9518 | Herkimer Diamond Necklace - Add a Sterling Silver Chain | -31680 | CRYSTAL NECKLACE, PENDANT | 18723 | none | ||
| 9085 | Men's Herkimer Diamond Pendant - Antique Bronze | -50403 | MENS NECKLACE, PENDANT | 0 | none |