Fold 1 - Understanding why coefficient 94101 was selected
Tag: FAST FIX
Selected Coefficient: 94101
Taxonomy Path: 12.6.15
Taxonomy Name: Hardware > Hardware Accessories > Hinges
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 94101 | 0.000000 | 12.6.15 | 15.6.12 (15*79^2 + 6*79 + 12) | Hardware > Hardware Accessories > Hinges | Yes |
These are the training products that have the "FAST FIX" tag (processing sequence 61). 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 |
|---|---|---|---|---|---|---|---|
| 2648 | 3 Pack -BLACK Fast Fix Tapered Hinge (3 of) | 94101 | Hardware > Hardware Accessories > Hinges | none | 0 | HINGES | |
| 2649 | 3 Pack -BLACK Heavy Duty Fast Fix Wrap Around Interfold Hinge (3 of) | 94101 | Hardware > Hardware Accessories > Hinges | none | 0 | HINGES | |
| 2665 | 3 Pack - ALUMINIUM Heavy Duty Fast Fix, Wrap Around, Interfold Hinge (3 of) | 94101 | Hardware > Hardware Accessories > Hinges | none | 0 | HINGES | |
| 2707 | Black Heavy-Duty Wrap-Around Interfold Hinge (3 Pack) | 94101 | Hardware > Hardware Accessories > Hinges | none | 0 | none |