Fold 4 - Understanding why coefficient -1110978 was selected
Tag: FIRST AID
Selected Coefficient: -1110978
Taxonomy Path: -1.1.20.2
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -1110978 | 0.000000 | -1.1.20.2 | -2.20.1.1 (-(2*79^3 + 20*79^2 + 79 + 1)) | Yes |
These are the training products that have the "FIRST AID" tag (processing sequence 1390). 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 |
|---|---|---|---|---|---|---|---|
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | -1110978 | ORGANIC, BEACH | 0 | none | ||
| 3088 | Natural Solutions 100% Pure East Cape Mānuka Oil | -1110978 | ORGANIC, BEACH | 0 | none |