Fold 2 - Understanding why coefficient -25632 was selected
Tag: JULY BIRTHSTONE
Selected Coefficient: -25632
Taxonomy Path: -1.6.5
Taxonomy Name:
Products with this tag: 5
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 | 3.000000 | -1.6.5 | -5.6.1 (-(5*71^2 + 6*71 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 2938975 | 4.000000 | 1.1.15.8 | 8.15.1.1 (8*71^3 + 15*71^2 + 71 + 1) | No |
These are the training products that have the "JULY BIRTHSTONE" tag (processing sequence 1535). 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 |
|---|---|---|---|---|---|---|---|
| 9520 | Raw Ruby Necklace in Sterling Silver | 2938975 | 40TH ANNIVERSARY, ADD A STERLING SILVER CHAIN? 16 INCH CHAIN, BACKING MATERIAL 0925 STERLING SILVER | 2964607 | none | ||
| 9149 | Men’s Ruby Pendant Antique Bronze - Black Leather Cord | 0 | 40TH ANNIVERSARY | 25632 | Apparel & Accessories > Jewelry > Charms & Pendants | MEN'S NECKLACE, RUBY | |
| 9182 | Pink Ruby Pendant 14k Gold Filled | 0 | 40TH ANNIVERSARY | 25632 | Apparel & Accessories > Jewelry > Charms & Pendants | none | |
| 9453 | Ruby & Pearl - Charm Necklaces | -25632 | 12TH ANNIVERSARY, 40TH ANNIVERSARY | 0 | RUBY | ||
| 9521 | Pink Ruby - Huggie Stud Earrings - Sterling Silver | -25632 | STUD EARRINGS, 40TH ANNIVERSARY | 0 | none |