Fold 2 - Understanding why coefficient -2913201 was selected
Tag: ANKLE BOOTS
Selected Coefficient: -2913201
Taxonomy Path: -0.64.9.8
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -2913201 | 2.014085 | -0.64.9.8 | -8.9.64.0 (-(8*71^3 + 9*71^2 + 64*71)) | Yes | |
| 0 | 2.014085 | 0 | 0 (0) | No | |
| 569 | 2.014085 | 1.8 | 8.1 (8*71 + 1) | Apparel & Accessories > Shoes | No |
| 2928893 | 2.014085 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "ANKLE BOOTS" tag (processing sequence 425). 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 |
|---|---|---|---|---|---|---|---|
| 9539 | RAPTOR: NEON PINK STRETCH LYCRA BOOTS | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | TRAINERS, STRETCH | 5842094 | none | |
| 9536 | CAMINO: TAN SUEDE AND SHEARLING BOOTS | 569 | Apparel & Accessories > Shoes | TAN | 2913770 | none | |
| 9406 | RAPTOR: BLACK STRETCH LYCRA BOOTS | 0 | TRAINERS, BLACK, STRETCH | 2913201 | none | ||
| 9538 | CAMINO: BLACK SUEDE AND SHEARLING BOOTS | -2913201 | BLACK | 0 | none |