Fold 1 - Understanding why coefficient 3997962369 was selected
Tag: HYPER SILVER
Selected Coefficient: 3997962369
Taxonomy Path: 26.1.4.20.1.1
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 3997962369 | 0.000000 | 26.1.4.20.1.1 | 1.1.20.4.1.26 (3939040643 + 47458321 + 20*83^3 + 4*83^2 + 83 + 26) | Yes |
These are the training products that have the "HYPER SILVER" tag (processing sequence 415). 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 |
|---|---|---|---|---|---|---|---|
| 5808 | AP5 Hyper Silver Machine Lip | 3997962369 | none | 0 | none | ||
| 6862 | AP8 Hyper Silver Machine Lip - Bespoke | 3997962369 | none | 0 | none | ||
| 6900 | AP6 Hyper Silver Machine Lip - Bespoke | 3997962369 | none | 0 | none | ||
| 6922 | AP5 Hyper Silver Machine Lip - Bespoke | 3997962369 | none | 0 | none | ||
| 6973 | CR7 Hyper Silver | 3997962369 | none | 0 | none | ||
| 6974 | CR5 Hyper Silver | 3997962369 | none | 0 | none | ||
| 6977 | CR1 Hyper Silver | 3997962369 | none | 0 | none | ||
| 6999 | CS12 Hyper Silver | 3997962369 | none | 0 | none | ||
| 11530 | SR01 Hyper Silver | 3997962369 | none | 0 | SR SERIES, SR01 |