Fold 1 - Understanding why coefficient -5173556 was selected
Tag: BIKES
Selected Coefficient: -5173556
Taxonomy Path: -0.82.3.9
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -5173556 | 2.000000 | -0.82.3.9 | -9.3.82.0 (-(9*83^3 + 3*83^2 + 82*83)) | Yes | |
| 192 | 2.000000 | 26.2 | 2.26 (2*83 + 26) | No | |
| 523784803 | 2.000000 | 23.4.4.3.11 | 11.3.4.4.23 (11*83^4 + 3*83^3 + 4*83^2 + 4*83 + 23) | Sporting Goods > Outdoor Recreation > Cycling > Bicycles > Road Bikes | No |
These are the training products that have the "BIKES" tag (processing sequence 3500). 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 |
|---|---|---|---|---|---|---|---|
| 15735 | ZOULOU KULULA Randoneur GRX 2x11 | 523784803 | Sporting Goods > Outdoor Recreation > Cycling > Bicycles > Road Bikes | none | 528958359 | none | |
| 24733 | V7i | 192 | none | 5173748 | none | ||
| 16041 | ZOULOU PEKANA Gravel GRX 1x11 eloxiert coffee | -5173556 | __TAB1:RAHMENGEOMETRIE-PEKANA | 0 | none |