Fold 3 - Understanding why coefficient 4031766 was selected
Tag: NEW RELEASE
Selected Coefficient: 4031766
Taxonomy Path: 1.1.14.8
Taxonomy Name: Apparel & Accessories > Clothing > Shorts > Legging Shorts
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 4031766 | 1.000000 | 1.1.14.8 | 8.14.1.1 (8*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Legging Shorts | Yes |
| 4050569 | 1.000000 | 2.2.17.8 | 8.17.2.2 (8*79^3 + 17*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | No |
These are the training products that have the "NEW RELEASE" tag (processing sequence 3247). 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 |
|---|---|---|---|---|---|---|---|
| 13937 | Love Bug - Nylon Dog Collar & Leash Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 18803 | none | |
| 7024 | Rise Shorts | 4031766 | Apparel & Accessories > Clothing > Shorts > Legging Shorts | none | 0 | none |