Fold 2 - Understanding why coefficient 14048 was selected
Tag: EXTEND SHIPPING PROTECTION
Selected Coefficient: 14048
Taxonomy Path: 21.3.2
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 14048 | 0.000290 | 21.3.2 | 2.3.21 (2*83^2 + 3*83 + 21) | Yes | |
| 27826 | 0.000290 | 21.3.4 | 4.3.21 (4*83^2 + 3*83 + 21) | No |
These are the training products that have the "EXTEND SHIPPING PROTECTION" tag (processing sequence 4731). 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 | 13778 | none | ||
| 21233 | Extend Shipping Protection Plan | 27826 | none | 13778 | none | ||
| 17851 | Extend Shipping Protection Plan | 14048 | none | 0 | none | ||
| 21220 | Extend Shipping Protection Plan | 14048 | none | 0 | none |