Fold 3 - Understanding why coefficient 7979928524 was selected
Tag: NOTONSALE
Selected Coefficient: 7979928524
Taxonomy Path: 13.3.10.12.2.2
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 7979928524 | 2.000002 | 13.3.10.12.2.2 | 2.2.12.10.3.13 (2*83^5 + 2*83^4 + 12*83^3 + 10*83^2 + 3*83 + 13) | Yes | |
| 69152 | 2.000003 | 13.3.10 | 10.3.13 (10*83^2 + 3*83 + 13) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "NOTONSALE" tag (processing sequence 5690). 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 |
|---|---|---|---|---|---|---|---|
| 25604 | Vess VP2500 Brush | 7979928524 | none | 0 | none | ||
| 25605 | Vess 9-Row C 150 Brush | 7979928524 | none | 0 | none | ||
| 26636 | Pivot Point Madi | 69152 | none | -7979859372 | none | ||
| 26627 | Wings CZ / Lefty | 0 | PRECISION CUTTING | -7979928524 | none | ||
| 26630 | Green Mouse MATT Sword | 0 | PRECISION CUTTING | -7979928524 | none |