Fold 1 - Understanding why coefficient 430504260 was selected
Tag: LINEN
Selected Coefficient: 430504260
Taxonomy Path: 1.1.13.4.11
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 430504260 | 3.000002 | 1.1.13.4.11 | 11.4.13.1.1 (11*79^4 + 4*79^3 + 13*79^2 + 79 + 1) | Yes | |
| 4025525 | 3.000004 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| -4637223 | 5.000000 | -2.2.32.9 | -9.32.2.2 (-(9*79^3 + 32*79^2 + 2*79 + 2)) | No |
These are the training products that have the "LINEN" tag (processing sequence 3237). 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 |
|---|---|---|---|---|---|---|---|
| 1726 | Victoria Jacket - 100% Linen Knit | 430504260 | SS JACKET GILET | 0 | none | ||
| 1727 | Victoria Jacket - 100% Linen Knit | 430504260 | SS JACKET GILET | 0 | none | ||
| 1030 | Utility Tie Waist Trouser | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | TROUSERS | -426478735 | none | |
| 6142 | Cassie Heavy Linen Blazer - Flamingo | 0 | BLAZER | -430504260 | none | ||
| 6143 | Hannah Linen Drawstring Pant - Black | 0 | PANTS | -430504260 | none | ||
| 11881 | Trapani Button Down Shirt | -4637223 | BLUE, 50-100, AD, CLOTHING, COTTON, PATTERNED | -435141483 | none |