Fold 2 - Understanding why coefficient 25 was selected
Tag: BULK COINS
Selected Coefficient: 25
Taxonomy Path: 25
Taxonomy Name: Uncategorized
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 25 | 1.000000 | 25 | 25 (25) | Uncategorized | Yes |
| 5 | 3.000000 | 5 | 5 (5) | Bundles | No |
These are the training products that have the "BULK COINS" tag (processing sequence 535). 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 |
|---|---|---|---|---|---|---|---|
| 3787 | Bulk Clean FLORINS | 25 | Uncategorized | none | 0 | none | |
| 3788 | Bulk Clean HALF CROWNS | 25 | Uncategorized | none | 0 | none | |
| 3790 | Bulk Clean SHILLINGS | 25 | Uncategorized | none | 0 | none | |
| 3786 | Bulk Clean FARTHINGS | 5 | Bundles | none | -20 | none |