Fold 1 - Understanding why coefficient 384254904 was selected
Tag: FRAGRANCE
Selected Coefficient: 384254904
Taxonomy Path: 13.3.2.8.8
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 384254904 | 0.000290 | 13.3.2.8.8 | 8.8.2.3.13 (8*83^4 + 8*83^3 + 2*83^2 + 3*83 + 13) | Yes | |
| 96708 | 0.000435 | 13.3.14 | 14.3.13 (14*83^2 + 3*83 + 13) | No | |
| 1288505 | 0.000435 | 13.3.21.2 | 2.21.3.13 (2*83^3 + 21*83^2 + 3*83 + 13) | No |
These are the training products that have the "FRAGRANCE" tag (processing sequence 4800). 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 |
|---|---|---|---|---|---|---|---|
| 25843 | Desert Sage + Ocean Water Perfume Oil Roller | 384254904 | none | 0 | none | ||
| 25845 | Driftwood + Nag Champa Perfume Oil Roller | 384254904 | none | 0 | none | ||
| 25709 | Vanilla Musk Perfume Oil | 1288505 | none | -382966399 | none | ||
| 25706 | Travel Solid Cologne White Label | 96708 | none | -384158196 | none |