Fold 4 - Understanding why coefficient -129321970 was selected
Tag: SKIN INFECTION
Selected Coefficient: -129321970
Taxonomy Path: -14.2.23.6.5
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? |
|---|---|---|---|---|---|
| -129321970 | 0.000000 | -14.2.23.6.5 | -5.6.23.2.14 (-(5*71^4 + 6*71^3 + 23*71^2 + 2*71 + 14)) | Yes |
These are the training products that have the "SKIN INFECTION" tag (processing sequence 1228). 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 |
|---|---|---|---|---|---|---|---|
| 3138 | Natural Solutions East Cape 4% Mānuka Oil Blend- Mild | -129321970 | DEODORANT, BEACH, MANUKA | 0 | none |