Fold 0 - Understanding why coefficient 27826 was selected
Tag: EXTEND SHIPPING PROTECTION
Selected Coefficient: 27826
Taxonomy Path: 21.3.4
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 27826 | 2.012193 | 21.3.4 | 4.3.21 (4*83^2 + 3*83 + 21) | Yes | |
| 14048 | 2.012484 | 21.3.2 | 2.3.21 (2*83^2 + 3*83 + 21) | No | |
| 14380 | 2.048193 | 21.7.2 | 2.7.21 (2*83^2 + 7*83 + 21) | No | |
| 517 | 5.000000 | 19.6 | 6.19 (6*83 + 19) | No |
These are the training products that have the "EXTEND SHIPPING PROTECTION" tag (processing sequence 5360). 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 |
|---|---|---|---|---|---|---|---|
| 21221 | Extend Shipping Protection Plan | 27826 | none | 0 | none | ||
| 17850 | Extend Shipping Protection Plan | 27826 | none | 0 | none | ||
| 21233 | Extend Shipping Protection Plan | 27826 | none | 0 | none | ||
| 21234 | Extend Shipping Protection Plan | 14380 | none | -13446 | none | ||
| 17851 | Extend Shipping Protection Plan | 14048 | none | -13778 | none | ||
| 17848 | Extend Shipping Protection Plan | 517 | none | -27309 | none | ||
| 17849 | Extend Shipping Protection Plan | 517 | none | -27309 | none |