Fold 4 - Understanding why coefficient -120596154 was selected
Tag: SKIN INFECTION
Selected Coefficient: -120596154
Taxonomy Path: -27.4.67.52.4
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? |
|---|---|---|---|---|---|
| -120596154 | 1.000000 | -27.4.67.52.4 | -4.52.67.4.27 (-(4*71^4 + 52*71^3 + 67*71^2 + 4*71 + 27)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "SKIN INFECTION" tag (processing sequence 2089). 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 | INSECT BITES | 120596154 | SUN | ||
| 3138 | Natural Solutions East Cape 4% Mānuka Oil Blend- Mild | -120596154 | DEODORANT, AROMATHERAPY, BEACH, MANUKA | 0 | none |