Fold 1 - Understanding why coefficient -18723 was selected
Tag: 40TH ANNIVERSARY
Selected Coefficient: -18723
Taxonomy Path: -0.0.3
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -18723 | 3.000320 | -0.0.3 | -3.0.0 (-(3*79^2)) | Yes | |
| 0 | 3.000481 | 0 | 0 (0) | No | |
| 18723 | 3.000481 | 0.0.3 | 3.0.0 (3*79^2) | No | |
| 50403 | 5.000000 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| -50403 | 6.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No |
These are the training products that have the "40TH ANNIVERSARY" tag (processing sequence 306). 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 | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 69126 | Apparel & Accessories > Jewelry > Watches | none |
| 9520 | Raw Ruby Necklace in Sterling Silver | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 69126 | Apparel & Accessories > Jewelry > Watches | PINK RUBY |
| 9452 | Raw Ruby Necklace - Mixed Wire Antique Bronze | 18723 | PENDANT | 37446 | none | ||
| 9521 | Pink Ruby - Huggie Stud Earrings - Sterling Silver | 0 | STUD EARRINGS | 18723 | PINK RUBY | ||
| 9182 | Pink Ruby Pendant 14k Gold Filled | -18723 | PENDANT NECKLACE | 0 | PINK RUBY | ||
| 9149 | Men’s Ruby Pendant Antique Bronze - Black Leather Cord | -18723 | PENDANT NECKLACE | 0 | CHAIN MATERIAL ANTIQUE BRONZE | ||
| 8875 | Black Fossil Pendant - Men's Necklace | -50403 | 11TH ANNIVERSARY, 23RD ANNIVERSARY | -31680 | 50TH ANNIVERSARY, 55TH ANNIVERSARY |