Fold 1 - Understanding why coefficient 31680 was selected
Tag: 14TH ANNIVERSARY
Selected Coefficient: 31680
Taxonomy Path: 1.6.5
Taxonomy Name: Apparel & Accessories > Jewelry > Charms & Pendants
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 31680 | 1.000000 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | Yes |
| 63360 | 1.000000 | 2.12.10 | 10.12.2 (10*79^2 + 12*79 + 2) | No |
These are the training products that have the "14TH ANNIVERSARY" tag (processing sequence 930). 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 |
|---|---|---|---|---|---|---|---|
| 8875 | Black Fossil Pendant - Men's Necklace | 63360 | STATEMENT NECKLACE, 10TH ANNIVERSARY, 15TH ANNIVERSARY | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | 13TH ANNIVERSARY | |
| 9182 | Pink Ruby Pendant 14k Gold Filled | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | STATEMENT NECKLACE, PENDANTS, 15TH ANNIVERSARY, PENDANT NECKLACE | 0 | none |