Fold 2 - Understanding why coefficient 580097 was selected
Tag: HOOPS
Selected Coefficient: 580097
Taxonomy Path: 0.75.13.1
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 580097 | 1.000000 | 0.75.13.1 | 1.13.75.0 (493039 + 13*79^2 + 75*79) | Yes | |
| 599295 | 1.000000 | 1.2.17.1 | 1.17.2.1 (493039 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | No |
These are the training products that have the "HOOPS" tag (processing sequence 3209). 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 |
|---|---|---|---|---|---|---|---|
| 10247 | Hoops ~ Coral Large | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | EARRINGS, BEST SELLER | 19198 | Apparel & Accessories > Jewelry > Bracelets | none |
| 10240 | Hoops ~ Caviar Large in Gold | 580097 | EARRINGS, GOLD, BEST SELLER | 0 | none |