Fold 1 - Understanding why coefficient 272 was selected
Tag: SPD
Selected Coefficient: 272
Taxonomy Path: 23.3
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? |
|---|---|---|---|---|---|
| 272 | 0.012048 | 23.3 | 3.23 (3*83 + 23) | Yes | |
| 355 | 0.012048 | 23.4 | 4.23 (4*83 + 23) | No |
These are the training products that have the "SPD" tag (processing sequence 5081). 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 | 83 | 2022 | ||
| 14040 | Indoor LTD Pride 50 | 272 | none | 0 | STICK, 2022 |