Fold 4 - Understanding why coefficient 355 was selected
Tag: SPD
Selected Coefficient: 355
Taxonomy Path: 23.4
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 355 | 0.000000 | 23.4 | 4.23 (4*83 + 23) | Yes |
These are the training products that have the "SPD" tag (processing sequence 1865). 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 | 355 | none | 0 | 2022 | ||
| 14061 | GK F3 | 355 | none | 0 | 2020 |