Fold 3 - Understanding why coefficient 50561 was selected
Tag: LEOPARD
Selected Coefficient: 50561
Taxonomy Path: 1.8.8
Taxonomy Name: Apparel & Accessories > Shoes > Sneakers
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 50561 | 3.012658 | 1.8.8 | 8.8.1 (8*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sneakers | Yes |
| 1048568 | 3.012658 | 1.1.10.2 | 2.10.1.1 (2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | No |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 162517 | 4.000000 | 14.3.26 | 26.3.14 (26*79^2 + 3*79 + 14) | Home & Garden > Decor > Door Mats | No |
| 187466 | 4.000000 | 78.2.30 | 30.2.78 (30*79^2 + 2*79 + 78) | No |
These are the training products that have the "LEOPARD" tag (processing sequence 124). 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 |
|---|---|---|---|---|---|---|---|
| 375 | Printed Long Sleeve Loose Cardigan | 1048568 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | none | 998007 | CARDIGAN | |
| 2375 | Gold Leopard Figurine Metal Table Top Piece | 187466 | GOLD, METAL | 136905 | none | ||
| 8384 | Centre of Your World - Personalised Doormat Template | 162517 | Home & Garden > Decor > Door Mats | none | 111956 | none | |
| 9427 | ROXY: GREY LEOPARD VELVET TRAINERS | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | GREY, SALE | |
| 8356 | Leopard Star | Ash | Sweatshirt | 0 | SWEATSHIRT | -50561 | FALL |