Fold 3 - Understanding why coefficient 89663 was selected
Tag: UNDER-10
Selected Coefficient: 89663
Taxonomy Path: 23.1.13
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? |
|---|---|---|---|---|---|
| 89663 | 1.000000 | 23.1.13 | 13.1.23 (13*83^2 + 83 + 23) | Yes | |
| 3486273 | 1.000000 | 24.5.8.6 | 6.8.5.24 (6*83^3 + 8*83^2 + 5*83 + 24) | No |
These are the training products that have the "UNDER-10" tag (processing sequence 5134). 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 |
|---|---|---|---|---|---|---|---|
| 7749 | Timber Tots Nutnut Family set of 4 | 3486273 | none | 3396610 | none | ||
| 17889 | Hadean Select Terrain | 89663 | none | 0 | KLAVIYO - BOARD BUILDER |