Fold 2 - Understanding why coefficient 4718448 was selected
Tag: PULL
Selected Coefficient: 4718448
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? |
|---|---|---|---|---|---|
| 4718448 | 0.000003 | 1.1.13.13 | 13.13.1.1 (13*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | Yes |
| 5076359 | 0.000006 | 1.1.13.14 | 14.13.1.1 (14*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
These are the training products that have the "PULL" tag (processing sequence 1133). 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 | 5076359 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 357911 | none | |
| 4936 | Sweat Sons of Anarchy - California Race | 4718448 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 0 | none | |
| 4937 | Sweat Sons of Anarchy - Redwood Original | 4718448 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 0 | none |