Fold 2 - Understanding why coefficient 27906 was selected
Tag: PROMOTIONAL
Selected Coefficient: 27906
Taxonomy Path: 18.4.4
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 27906 | 1.000000 | 18.4.4 | 4.4.18 (4*83^2 + 4*83 + 18) | Yes | |
| 2858935 | 2.000000 | 0.0.0.5 | 5.0.0.0 (5*83^3) | No |
These are the training products that have the "PROMOTIONAL" tag (processing sequence 3650). 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 |
|---|---|---|---|---|---|---|---|
| 3697 | Womens Zip Hoody | 2858935 | T-SHIRTS | 2831029 | HOODIES | ||
| 11935 | Knot Decal Variety Pack (3 pack) | 27906 | none | 0 | none | ||
| 12006 | Knot Logo Decal (3 pack) | 27906 | none | 0 | none |