Fold 3 - Understanding why coefficient 87860 was selected
Tag: BARN DOOR TRACK
Selected Coefficient: 87860
Taxonomy Path: 12.6.14
Taxonomy Name: Hardware > Hardware Accessories > Hardware Fasteners
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? |
|---|---|---|---|---|---|
| 87860 | 0.000160 | 12.6.14 | 14.6.12 (14*79^2 + 6*79 + 12) | Hardware > Hardware Accessories > Hardware Fasteners | Yes |
| 100342 | 0.000160 | 12.6.16 | 16.6.12 (16*79^2 + 6*79 + 12) | Hardware > Hardware Accessories > Hooks, Buckles & Fasteners | No |
These are the training products that have the "BARN DOOR TRACK" tag (processing sequence 754). 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 | 12482 | none | |
| 2704 | Black Barn Door Track Connector | 87860 | Hardware > Hardware Accessories > Hardware Fasteners | none | 0 | none |