Fold 1 - Understanding why coefficient 3532486 was selected
Tag: LINEN
Selected Coefficient: 3532486
Taxonomy Path: 1.1.13.7
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Shirts
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 3532486 | 3.000320 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | Yes |
| 429499459 | 3.000320 | 1.1.10.2.11 | 11.2.10.1.1 (11*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Sport Jackets | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "LINEN" tag (processing sequence 3531). 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 | 429499459 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Sport Jackets | none | 425966973 | none | |
| 1726 | Victoria Jacket - 100% Linen Knit | 429499459 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Sport Jackets | none | 425966973 | none | |
| 11871 | Trevor Short Sleeve Linen Shirt | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 0 | none | |
| 11881 | Trapani Button Down Shirt | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 0 | none | |
| 6141 | Gwyneth Heavy Linen Wide Leg Pant - Flamingo | 0 | PANTS | -3532486 | none | ||
| 1030 | Utility Tie Waist Trouser | 0 | TROUSERS | -3532486 | none | ||
| 6142 | Cassie Heavy Linen Blazer - Flamingo | 0 | BLAZER | -3532486 | none |