Fold 1 - Understanding why coefficient 25298 was selected
Tag: PROMOTIONAL
Selected Coefficient: 25298
Taxonomy Path: 18.4.4
Taxonomy Name: Office Supplies > General Office Supplies > Labels & Tags
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 25298 | 2.000000 | 18.4.4 | 4.4.18 (4*79^2 + 4*79 + 18) | Office Supplies > General Office Supplies > Labels & Tags | Yes |
| -2458954 | 2.000160 | -0.0.78.4 | -4.78.0.0 (-(4*79^3 + 78*79^2)) | No | |
| -986078 | 2.000160 | -0.0.0.2 | -2.0.0.0 (-(2*79^3)) | No |
These are the training products that have the "PROMOTIONAL" tag (processing sequence 2373). 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 |
|---|---|---|---|---|---|---|---|
| 11935 | Knot Decal Variety Pack (3 pack) | 25298 | Office Supplies > General Office Supplies > Labels & Tags | none | 0 | none | |
| 12006 | Knot Logo Decal (3 pack) | 25298 | Office Supplies > General Office Supplies > Labels & Tags | none | 0 | none | |
| 11601 | 102 Members Only pocket polo, Black | -986078 | APPAREL | -1011376 | none | ||
| 11614 | Mens uniform Golf shorts, khaki | -2458954 | APPAREL | -2484252 | none |