Fold 0 - Understanding why coefficient -52648709 was selected
Tag: HIGH SPEED
Selected Coefficient: -52648709
Taxonomy Path: -8.7.7.5.2
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| -52648709 | 0.000000 | -8.7.7.5.2 | -2.5.7.7.8 (-(2*71^4 + 5*71^3 + 7*71^2 + 7*71 + 8)) | Yes |
These are the training products that have the "HIGH SPEED" tag (processing sequence 1471). 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 |
|---|---|---|---|---|---|---|---|
| 5983 | USB4 40Gbps Cable | -52648709 | 8K, CABLES | 0 | none |