Fold 4 - Understanding why coefficient 248969869 was selected
Tag: NAPPY RASH
Selected Coefficient: 248969869
Taxonomy Path: 62.69.43.56.9
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 248969869 | 0.000000 | 62.69.43.56.9 | 9.56.43.69.62 (9*71^4 + 56*71^3 + 43*71^2 + 69*71 + 62) | Yes |
These are the training products that have the "NAPPY RASH" tag (processing sequence 1707). 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 |
|---|---|---|---|---|---|---|---|
| 3071 | Absolute Essential Argan Oil (Organic) | 248969869 | ANTI-AGEING, ANTI-INFLAMMATORY, HAIR CARE, INFANTS | 0 | none |