Fold 3 - Understanding why coefficient 1061050 was selected
Tag: ALL-PANTS
Selected Coefficient: 1061050
Taxonomy Path: 1.1.12.2
Taxonomy Name: Apparel & Accessories > Clothing > Pants > Cargo Pants
Products with this tag: 4
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 1061050 | 0.000000 | 1.1.12.2 | 2.12.1.1 (2*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Cargo Pants | Yes |
These are the training products that have the "ALL-PANTS" tag (processing sequence 640). 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 |
|---|---|---|---|---|---|---|---|
| 8647 | Nemen Multipocket Parachute Pants - Black | 1061050 | Apparel & Accessories > Clothing > Pants > Cargo Pants | none | 0 | none | |
| 8752 | Dsquared2 Suf & Fun Pant - Black | 1061050 | Apparel & Accessories > Clothing > Pants > Cargo Pants | none | 0 | none | |
| 8753 | Dsquared2 Cipro Cargo Pants - Black | 1061050 | Apparel & Accessories > Clothing > Pants > Cargo Pants | none | 0 | none | |
| 8754 | Dsquared2 Sexy Cargo Chino Pant - Beige | 1061050 | Apparel & Accessories > Clothing > Pants > Cargo Pants | none | 0 | none |