Fold 0 - Understanding why coefficient 78892561 was selected
Tag: RAPIDS MENS
Selected Coefficient: 78892561
Taxonomy Path: 1.1.1.2.2
Taxonomy Name: Apparel & Accessories > Clothing > Activewear > Activewear Tops > T-Shirts
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 78892561 | 0.000160 | 1.1.1.2.2 | 2.2.1.1.1 (2*79^4 + 2*79^3 + 6241 + 79 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Tops > T-Shirts | Yes |
| 1591535 | 0.000481 | 1.1.18.3 | 3.18.1.1 (3*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Crew Socks | No |
These are the training products that have the "RAPIDS MENS" tag (processing sequence 2337). 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 |
|---|---|---|---|---|---|---|---|
| 1148 | 2023 Rapids S/S CR 96 Tee - Blue | 78892561 | Apparel & Accessories > Clothing > Activewear > Activewear Tops > T-Shirts | none | 0 | none | |
| 1254 | Rapids Club DNA S/S Tee - Blue | 78892561 | Apparel & Accessories > Clothing > Activewear > Activewear Tops > T-Shirts | none | 0 | none | |
| 1255 | Rapids Club DNA S/S Tee - Burgundy | 78892561 | Apparel & Accessories > Clothing > Activewear > Activewear Tops > T-Shirts | none | 0 | none | |
| 1110 | 2023-24 Rapids Alt Kit Crew Sock - Blue/Blue | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | -77301026 | ELS PW 14667 |