Fold 0 - Understanding why coefficient 162425 was selected
Tag: CAPE
Selected Coefficient: 162425
Taxonomy Path: 1.2.26
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Scarves & Shawls
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 162425 | 0.012658 | 1.2.26 | 26.2.1 (26*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | Yes |
| 5504642 | 0.037975 | 1.1.13.11 | 11.13.1.1 (11*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tunics | No |
These are the training products that have the "CAPE" tag (processing sequence 2083). 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 |
|---|---|---|---|---|---|---|---|
| 8 | Blue Vibrant One Shoulder Cotton Cape | 5504642 | Apparel & Accessories > Clothing > Clothing Tops > Tunics | none | 5342217 | none | |
| 1648 | Giulia Stole - 100% Cashmere Knit | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | none | |
| 1649 | Giulia Stole - 100% Cashmere Knit | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | none | |
| 1650 | Giulia Stole - 10% Cashmere / 40% Merino Blend Knit | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | BLEND |