Fold 3 - Understanding why coefficient -55611 was selected
Tag: 40TH ANNIVERSARY
Selected Coefficient: -55611
Taxonomy Path: -1.6.8
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -55611 | 3.000000 | -1.6.8 | -8.6.1 (-(8*83^2 + 6*83 + 1)) | Yes | |
| -20667 | 3.000145 | -0.0.3 | -3.0.0 (-(3*83^2)) | No | |
| 0 | 3.000145 | 0 | 0 (0) | No | |
| -90555 | 4.000000 | -2.12.13 | -13.12.2 (-(13*83^2 + 12*83 + 2)) | No |
These are the training products that have the "40TH ANNIVERSARY" tag (processing sequence 3951). 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 |
|---|---|---|---|---|---|---|---|
| 9521 | Pink Ruby - Huggie Stud Earrings - Sterling Silver | 0 | HUGGIE EARRINGS | 55611 | JULY BIRTHSTONE | ||
| 9149 | Men’s Ruby Pendant Antique Bronze - Black Leather Cord | -20667 | CHOOSE YOUR STONE | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | JULY BIRTHSTONE | |
| 9452 | Raw Ruby Necklace - Mixed Wire Antique Bronze | -55611 | ANTIQUE BRONZE, WOMEN'S NECKLACE | 0 | none | ||
| 9453 | Ruby & Pearl - Charm Necklaces | -55611 | PEARL NECKLACE, CHARM NECKLACES | 0 | JULY BIRTHSTONE | ||
| 9520 | Raw Ruby Necklace in Sterling Silver | -90555 | GOLD AND SILVER, ADD A STERLING SILVER CHAIN? 16 INCH CHAIN, WOMEN'S NECKLACE | -34944 | JULY BIRTHSTONE |