Fold 0 - Understanding why coefficient 351599297 was selected
Tag: MOOSE-KNUCKLES
Selected Coefficient: 351599297
Taxonomy Path: 1.1.10.2.9
Taxonomy Name: Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 351599297 | 1.000000 | 1.1.10.2.9 | 9.2.10.1.1 (9*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets | Yes |
| 234749054 | 1.000000 | 1.1.10.2.6 | 6.2.10.1.1 (6*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Parkas | No |
| -2976957 | 3.000000 | -0.0.3.6 | -6.3.0.0 (-(6*79^3 + 3*79^2)) | No |
These are the training products that have the "MOOSE-KNUCKLES" tag (processing sequence 3193). 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 |
|---|---|---|---|---|---|---|---|
| 8935 | Moose Knuckles Mens Eco Jacket Grayton - Black | 351599297 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets | none | 0 | COATS-JACKETS | |
| 8936 | Moose Knuckles Womens Lite Jacket Air Down - Black | 351599297 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets | none | 0 | COATS-JACKETS | |
| 8972 | Moose Knuckles Womens Down *Parka Watershed - Black/Black | 234749054 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Parkas | none | -116850243 | COATS-JACKETS | |
| 8934 | Moose Knuckles Mens Down Vest Air Down - Black | -2976957 | VESTS | -354576254 | COATS-JACKETS |