Fold 4 - Understanding why coefficient 27906 was selected
Tag: DECALS
Selected Coefficient: 27906
Taxonomy Path: 18.4.4
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? |
|---|---|---|---|---|---|
| 27906 | 1.000000 | 18.4.4 | 4.4.18 (4*83^2 + 4*83 + 18) | Yes | |
| 48608953 | 1.000000 | 3.2.1.2.1 | 1.2.1.2.3 (47458321 + 2*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "DECALS" tag (processing sequence 5000). 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 |
|---|---|---|---|---|---|---|---|
| 24823 | Secret Squirrel Decal | 48608953 | none | 48581047 | none | ||
| 24825 | Like A Boss Decal | 27906 | none | 0 | none |