Fold 1 - Understanding why coefficient 723 was selected
Tag: HEAVY DUTY
Selected Coefficient: 723
Taxonomy Path: 12.9
Taxonomy Name: Hardware > Locks & Keys
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? |
|---|---|---|---|---|---|
| 723 | 0.000000 | 12.9 | 9.12 (9*79 + 12) | Hardware > Locks & Keys | Yes |
These are the training products that have the "HEAVY DUTY" tag (processing sequence 1579). 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 |
|---|---|---|---|---|---|---|---|
| 2657 | BLACK STAINLESS STEEL 1800mm Entry Door Pull Handle Set - Back to Back | 723 | Hardware > Locks & Keys | none | 0 | DOOR PULL |