Fold 4 - Understanding why coefficient 5498401 was selected
Tag: LINEN
Selected Coefficient: 5498401
Taxonomy Path: 1.1.12.11
Taxonomy Name: Apparel & Accessories > Clothing > Pants > Trousers
Products with this tag: 7
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 5498401 | 3.000160 | 1.1.12.11 | 11.12.1.1 (11*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | Yes |
| 3532486 | 3.000481 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
| 426478735 | 4.000002 | 0.0.0.75.10 | 10.75.0.0.0 (10*79^4 + 75*79^3) | No | |
| 0 | 4.000004 | 0 | 0 (0) | No |
These are the training products that have the "LINEN" tag (processing sequence 3578). 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 |
|---|---|---|---|---|---|---|---|
| 1727 | Victoria Jacket - 100% Linen Knit | 426478735 | SS JACKET GILET | 420980334 | none | ||
| 1726 | Victoria Jacket - 100% Linen Knit | 426478735 | SS JACKET GILET | 420980334 | none | ||
| 6141 | Gwyneth Heavy Linen Wide Leg Pant - Flamingo | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 1030 | Utility Tie Waist Trouser | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 6143 | Hannah Linen Drawstring Pant - Black | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 11881 | Trapani Button Down Shirt | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | -1965915 | none | |
| 6142 | Cassie Heavy Linen Blazer - Flamingo | 0 | BLAZER | -5498401 | none |