Fold 4 - Understanding why coefficient 585827 was selected
Tag: FRAGRANCE
Selected Coefficient: 585827
Taxonomy Path: 13.3.2.1
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 585827 | 0.000292 | 13.3.2.1 | 1.2.3.13 (571787 + 2*83^2 + 3*83 + 13) | Yes | |
| 384254904 | 0.000292 | 13.3.2.8.8 | 8.8.2.3.13 (8*83^4 + 8*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 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 6726). 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 |
|---|---|---|---|---|---|---|---|
| 25845 | Driftwood + Nag Champa Perfume Oil Roller | 384254904 | none | 383669077 | PERFUME | ||
| 25709 | Vanilla Musk Perfume Oil | 1288505 | none | 702678 | PERFUME | ||
| 29073 | Eucalyptus & White Sage Hand Cream | 585827 | none | 0 | none | ||
| 25706 | Travel Solid Cologne White Label | 96708 | none | -489119 | PERFUME |