Fold 3 - Understanding why coefficient 3532486 was selected
Tag: OFFICE-WEAR
Selected Coefficient: 3532486
Taxonomy Path: 1.1.13.7
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Shirts
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 3532486 | 1.000000 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | Yes |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "OFFICE-WEAR" tag (processing sequence 2208). 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 |
|---|---|---|---|---|---|---|---|
| 10827 | Kitty Drawstring White Shirt | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 0 | none | |
| 10828 | Leah Boxed A-Line Shirt | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 0 | none | |
| 10829 | White Flip Collar Tux Shirt | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 0 | none | |
| 10830 | Asymmetrical Powder Blue Button Down Shirt | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 0 | none | |
| 10833 | Black Cape Dress | 0 | BLACK-DRESSES | -3532486 | none |