Fold 0 - Understanding why coefficient 262 was selected
Tag: OS
Selected Coefficient: 262
Taxonomy Path: 13.3
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 262 | 1.000000 | 13.3 | 3.13 (3*83 + 13) | Yes | |
| 1094 | 1.000000 | 15.13 | 13.15 (13*83 + 15) | No |
These are the training products that have the "OS" tag (processing sequence 5052). 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 |
|---|---|---|---|---|---|---|---|
| 12210 | Casually Jelly Tote Bag | 1094 | none | 832 | none | ||
| 31732 | PM2.5 filter (pack of 10) | 262 | none | 0 | none |