Fold 1 - Understanding why coefficient 75687 was selected
Tag: ALL OVER PRINT
Selected Coefficient: 75687
Taxonomy Path: 1.1.15
Taxonomy Name: Apparel & Accessories > Clothing > Skirts
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 75687 | 2.028367 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | Yes |
| 766304 | 2.028367 | 1.1.10.2 | 2.10.1.1 (2*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | No |
| 40897 | 2.042254 | 1.8.8 | 8.8.1 (8*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Sneakers | No |
| 3649685 | 2.042254 | 1.0.14.10 | 10.14.0.1 (10*71^3 + 14*71^2 + 1) | No | |
| -3997585 | 5.000000 | -1.1.12.11 | -11.12.1.1 (-(11*71^3 + 12*71^2 + 71 + 1)) | No | |
| 2500493 | 5.000000 | 15.2.70.6 | 6.70.2.15 (6*71^3 + 70*71^2 + 2*71 + 15) | No |
These are the training products that have the "ALL OVER PRINT" tag (processing sequence 396). 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 |
|---|---|---|---|---|---|---|---|
| 5418 | Wiley Red Streaks - Crew Socks - large W white on red | 3649685 | ACCESSORIES | 3573998 | SOCKS | ||
| 278 | Alycia Mikay Makeup Bag | 2500493 | ACCESSORIES | 2424806 | BAGS | ||
| 9173 | Colors of the Wind All Over Print Hoodie | 766304 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | none | 690617 | none | |
| 227 | Rock Candy - Women's Skater Skirt | 75687 | Apparel & Accessories > Clothing > Skirts | none | 0 | MADE IN USA, QUARTZ | |
| 496 | Colored Witchy Women's Low Top Sneakers | 40897 | Apparel & Accessories > Shoes > Sneakers | none | -34790 | AOP | |
| 268 | High Waisted Yoga Leggings | -3997585 | LEGGINGS, TROUSERS | -4073272 | BOTTOMS, MADE IN USA |