Fold 1 - Understanding why coefficient 27906 was selected
Tag: PROMOTIONAL
Selected Coefficient: 27906
Taxonomy Path: 18.4.4
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 27906 | 3.000000 | 18.4.4 | 4.4.18 (4*83^2 + 4*83 + 18) | Yes | |
| -4663937 | 4.000000 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 3520363 | 4.000000 | 1.1.13.6 | 6.13.1.1 (6*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "PROMOTIONAL" tag (processing sequence 5718). 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 |
|---|---|---|---|---|---|---|---|
| 11601 | 102 Members Only pocket polo, Black | 3520363 | none | 3492457 | none | ||
| 11935 | Knot Decal Variety Pack (3 pack) | 27906 | none | 0 | none | ||
| 12006 | Knot Logo Decal (3 pack) | 27906 | none | 0 | none | ||
| 11614 | Mens uniform Golf shorts, khaki | 0 | FISHING | -27906 | none | ||
| 3697 | Womens Zip Hoody | -4663937 | T-SHIRTS, HOODIES | -4691843 | none |