Fold 3 - Understanding why coefficient 81235 was selected
Tag: RUNNING
Selected Coefficient: 81235
Taxonomy Path: 23.1.13
Taxonomy Name: Sporting Goods > Athletics > General Purpose Athletic Equipment
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 81235 | 1.000000 | 23.1.13 | 13.1.23 (13*79^2 + 79 + 23) | Sporting Goods > Athletics > General Purpose Athletic Equipment | Yes |
| 624249864 | 1.000000 | 1.1.10.2.16 | 16.2.10.1.1 (16*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Windbreakers | No |
These are the training products that have the "RUNNING" tag (processing sequence 148). 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 |
|---|---|---|---|---|---|---|---|
| 8995 | WOMEN'S FULLY REFLECTIVE LIGHTWEIGHT RUNNING JACKET | 624249864 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Windbreakers | none | 624168629 | CYCLING | |
| 6567 | Abco Tech Patella Knee Strap - Knee Pain Relief - Tendon and Knee Support for Running, Hiking, Soccer, Basketball, Volleyball and Exercise | 81235 | Sporting Goods > Athletics > General Purpose Athletic Equipment | none | 0 | none |