Fold 0 - Understanding why coefficient -348578573 was selected
Tag: MOOSE-KNUCKLES
Selected Coefficient: -348578573
Taxonomy Path: -0.0.0.75.8
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -348578573 | 1.000002 | -0.0.0.75.8 | -8.75.0.0.0 (-(8*79^4 + 75*79^3)) | Yes | |
| 0 | 1.000002 | 0 | 0 (0) | No | |
| 4025525 | 2.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "MOOSE-KNUCKLES" tag (processing sequence 2093). 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 |
|---|---|---|---|---|---|---|---|
| 8936 | Moose Knuckles Womens Lite Jacket Air Down - Black | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | COATS-JACKETS | 352604098 | none | |
| 8935 | Moose Knuckles Mens Eco Jacket Grayton - Black | 0 | CLOTHING-SIZE-L, COATS-JACKETS | 348578573 | none | ||
| 8934 | Moose Knuckles Mens Down Vest Air Down - Black | -348578573 | CLOTHING, COATS-JACKETS | 0 | none |