Fold 4 - Understanding why coefficient 6490720 was selected
Tag: PULL
Selected Coefficient: 6490720
Taxonomy Path: 1.1.13.13
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Hoodies
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? |
|---|---|---|---|---|---|
| 6490720 | 0.000002 | 1.1.13.13 | 13.13.1.1 (13*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | Yes |
| 6983759 | 0.000004 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
These are the training products that have the "PULL" 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 |
|---|---|---|---|---|---|---|---|
| 2010 | Pull motard "SAMCRO" - Men Of Mayhem | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 493039 | none | |
| 2009 | Pull motard "Sons of Anarchy" - Charming | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 0 | none | |
| 4936 | Sweat Sons of Anarchy - California Race | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 0 | none |