Fold 1 - Understanding why coefficient 6241 was selected
Tag: LED
Selected Coefficient: 6241
Taxonomy Path: 0.0.1
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? |
|---|---|---|---|---|---|
| 6241 | 1.000000 | 0.0.1 | 1.0.0 (6241) | Yes | |
| 79972513 | 1.000000 | 23.4.16.4.2 | 2.4.16.4.23 (2*79^4 + 4*79^3 + 16*79^2 + 4*79 + 23) | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Small Parts | No |
These are the training products that have the "LED" tag (processing sequence 3284). 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 |
|---|---|---|---|---|---|---|---|
| 17763 | Bash Guard & Prism Strip Kit | 79972513 | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Small Parts | none | 79966272 | KT | |
| 17955 | Prism Strip LED Lights | 6241 | PARTS COLLECTION | 0 | none |