Fold 4 - Understanding why coefficient -197852354 was selected
Tag: SKIN INFECTION
Selected Coefficient: -197852354
Taxonomy Path: -14.2.23.6.5
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -197852354 | 1.000000 | -14.2.23.6.5 | -5.6.23.2.14 (-(5*79^4 + 6*79^3 + 23*79^2 + 2*79 + 14)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "SKIN INFECTION" tag (processing sequence 2696). 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 |
|---|---|---|---|---|---|---|---|
| 3069 | Absolute Essential Aloe Vera Gel (Organic) | 0 | BATHROOM, INSECT BITES | 197852354 | SUN | ||
| 3138 | Natural Solutions East Cape 4% Mānuka Oil Blend- Mild | -197852354 | DEODORANT, BEACH, MANUKA | 0 | none |