Fold 4 - Understanding why coefficient 4524680616 was selected
Tag: FACE OILS
Selected Coefficient: 4524680616
Taxonomy Path: 0.0.65.3.36.2
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? |
|---|---|---|---|---|---|
| 4524680616 | 0.000000 | 0.0.65.3.36.2 | 2.36.3.65.0.0 (2*71^5 + 36*71^4 + 3*71^3 + 65*71^2) | Yes |
These are the training products that have the "FACE OILS" tag (processing sequence 1130). 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 |
|---|---|---|---|---|---|---|---|
| 2083 | Argan Hemp Oil | 4524680616 | ARGAN OIL, ANTI-AGEING, BREAKOUTS/BLEMISHES, DRYNESS | 0 | none |