Fold 0 - Understanding why coefficient -598956 was selected
Tag: SPD
Selected Coefficient: -598956
Taxonomy Path: -57.76.16.1
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? |
|---|---|---|---|---|---|
| -598956 | 1.000000 | -57.76.16.1 | -1.16.76.57 (-(493039 + 16*79^2 + 76*79 + 57)) | Yes | |
| 339 | 1.000000 | 23.4 | 4.23 (4*79 + 23) | Sporting Goods > Outdoor Recreation | No |
These are the training products that have the "SPD" tag (processing sequence 2748). 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 |
|---|---|---|---|---|---|---|---|
| 14030 | Y1 Smart Coach - Rugby LCD Coaching Board | 339 | Sporting Goods > Outdoor Recreation | none | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | 2022 |
| 14061 | GK F3 | -598956 | 2021 | 0 | none |