Fold 0 - Understanding why coefficient 3039447 was selected
Tag: PROMOTIONAL
Selected Coefficient: 3039447
Taxonomy Path: 1.1.13.6
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Polos
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 3039447 | 1.000162 | 1.1.13.6 | 6.13.1.1 (6*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | Yes |
| 6490720 | 1.000162 | 1.1.13.13 | 13.13.1.1 (13*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | No |
| 1566571 | 1.000320 | 1.1.14.3 | 3.14.1.1 (3*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Chino Shorts | No |
| 0 | 3.000000 | 0 | 0 (0) | 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 |
|---|---|---|---|---|---|---|---|
| 3697 | Womens Zip Hoody | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 3451273 | none | |
| 11601 | 102 Members Only pocket polo, Black | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 0 | none | |
| 11614 | Mens uniform Golf shorts, khaki | 1566571 | Apparel & Accessories > Clothing > Shorts > Chino Shorts | none | -1472876 | none | |
| 12006 | Knot Logo Decal (3 pack) | 0 | STICKERS | -3039447 | none |