Fold 4 - Understanding why coefficient -56384 was selected
Tag: SPD
Selected Coefficient: -56384
Taxonomy Path: -57.2.9
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? |
|---|---|---|---|---|---|
| -56384 | 1.000000 | -57.2.9 | -9.2.57 (-(9*79^2 + 2*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 2738). 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 | 56723 | 2022 | |
| 14040 | Indoor LTD Pride 50 | -56384 | PRIDE | 0 | 2022 |