Fold 4 - Understanding why coefficient 100342 was selected
Tag: BARN DOOR TRACK
Selected Coefficient: 100342
Taxonomy Path: 12.6.16
Taxonomy Name: Hardware > Hardware Accessories > Hooks, Buckles & Fasteners
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? |
|---|---|---|---|---|---|
| 100342 | 0.000000 | 12.6.16 | 16.6.12 (16*79^2 + 6*79 + 12) | Hardware > Hardware Accessories > Hooks, Buckles & Fasteners | Yes |
These are the training products that have the "BARN DOOR TRACK" tag (processing sequence 1363). 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 |
|---|---|---|---|---|---|---|---|
| 2690 | STAINLESS STEEL Round End Caps | 100342 | Hardware > Hardware Accessories > Hooks, Buckles & Fasteners | none | 0 | none |