Fold 4 - Understanding why coefficient 313036215 was selected
Tag: NOURISHING
Selected Coefficient: 313036215
Taxonomy Path: 58.1.72.2.8
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? |
|---|---|---|---|---|---|
| 313036215 | 0.000000 | 58.1.72.2.8 | 8.2.72.1.58 (8*79^4 + 2*79^3 + 72*79^2 + 79 + 58) | Yes |
These are the training products that have the "NOURISHING" tag (processing sequence 2184). 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 |
|---|---|---|---|---|---|---|---|
| 3103 | Global Soap Coffee Scrub Soap | 313036215 | ANTIOXIDANT, BATHROOM, CLEANSE | 0 | none |