Fold 4 - Understanding why coefficient 1560330 was selected
Tag: CARDIGANS
Selected Coefficient: 1560330
Taxonomy Path: 1.1.13.3
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Cardigans
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 1560330 | 1.000000 | 1.1.13.3 | 3.13.1.1 (3*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | Yes |
| -2465195 | 2.000000 | -0.0.0.5 | -5.0.0.0 (-(5*79^3)) | No |
These are the training products that have the "CARDIGANS" tag (processing sequence 935). 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 |
|---|---|---|---|---|---|---|---|
| 885 | Diametro | 1560330 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | 0 | none | |
| 974 | Isla Striped Cardigan | 1560330 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | 0 | STRIPED | |
| 9480 | Good Times Fuchsia Cardigan | -2465195 | 2023LAUNCH | -4025525 | none |