Fold 0 - Understanding why coefficient -4462236 was selected
Tag: BIKES
Selected Coefficient: -4462236
Taxonomy Path: -0.78.3.9
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -4462236 | 1.000000 | -0.78.3.9 | -9.3.78.0 (-(9*79^3 + 3*79^2 + 78*79)) | Yes | |
| 429955311 | 1.000000 | 23.4.4.3.11 | 11.3.4.4.23 (11*79^4 + 3*79^3 + 4*79^2 + 4*79 + 23) | Sporting Goods > Outdoor Recreation > Cycling > Bicycles > Road Bikes | No |
These are the training products that have the "BIKES" tag (processing sequence 3274). 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 | 429955311 | Sporting Goods > Outdoor Recreation > Cycling > Bicycles > Road Bikes | none | 434417547 | none | |
| 16041 | ZOULOU PEKANA Gravel GRX 1x11 eloxiert coffee | -4462236 | __TAB1:RAHMENGEOMETRIE-PEKANA | 0 | none |