Fold 1 - Understanding why coefficient 339 was selected
Tag: SPD
Selected Coefficient: 339
Taxonomy Path: 23.4
Taxonomy Name: Sporting Goods > Outdoor Recreation
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 339 | 0.012658 | 23.4 | 4.23 (4*79 + 23) | Sporting Goods > Outdoor Recreation | Yes |
| 260 | 0.025316 | 23.3 | 3.23 (3*79 + 23) | Sporting Goods > Indoor Games | No |
These are the training products that have the "SPD" tag (processing sequence 2422). 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 | 0 | 2022 | |
| 14061 | GK F3 | 339 | Sporting Goods > Outdoor Recreation | none | 0 | none | |
| 14040 | Indoor LTD Pride 50 | 260 | Sporting Goods > Indoor Games | none | -79 | 2022 |