Fold 4 - Understanding why coefficient 149864 was selected
Tag: TOUGH DUCK
Selected Coefficient: 149864
Taxonomy Path: 1.1.24
Taxonomy Name: Apparel & Accessories > Clothing > Uniforms & Workwear
Products with this tag: 1
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? |
|---|---|---|---|---|---|
| 149864 | 0.000000 | 1.1.24 | 24.1.1 (24*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Uniforms & Workwear | Yes |
These are the training products that have the "TOUGH DUCK" tag (processing sequence 1875). 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 |
|---|---|---|---|---|---|---|---|
| 12600 | Tough Duck® Women’s Quilt-Lined Flannel Shirt WS11 | 149864 | Apparel & Accessories > Clothing > Uniforms & Workwear | none | 0 | none |