Fold 1 - Understanding why coefficient 81235 was selected
Tag: PLACC
Selected Coefficient: 81235
Taxonomy Path: 23.1.13
Taxonomy Name: Sporting Goods > Athletics > General Purpose Athletic Equipment
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? |
|---|---|---|---|---|---|
| 81235 | 0.000000 | 23.1.13 | 13.1.23 (13*79^2 + 79 + 23) | Sporting Goods > Athletics > General Purpose Athletic Equipment | Yes |
These are the training products that have the "PLACC" tag (processing sequence 1498). 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 |
|---|---|---|---|---|---|---|---|
| 17936 | Thousand X Evolve Heritage Helmet | 81235 | Sporting Goods > Athletics > General Purpose Athletic Equipment | none | 0 | none |