Fold 1 - Understanding why coefficient -197764900 was selected
Tag: SKIN INFECTION
Selected Coefficient: -197764900
Taxonomy Path: -13.1.9.6.5
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -197764900 | 2.000160 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | Yes | |
| -1086026 | 2.000160 | -13.1.16.2 | -2.16.1.13 (-(2*79^3 + 16*79^2 + 79 + 13)) | No | |
| 196173353 | 2.012658 | 0.0.70.2.5 | 5.2.70.0.0 (5*79^4 + 2*79^3 + 70*79^2) | No | |
| 197334021 | 2.012658 | 0.77.18.5.5 | 5.5.18.77.0 (5*79^4 + 5*79^3 + 18*79^2 + 77*79) | No |
These are the training products that have the "SKIN INFECTION" tag (processing sequence 4362). 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) | 197334021 | SUN, INSECT BITES | 395098921 | none | ||
| 3165 | PATCH Body Strap Tape - ON SALE! | 196173353 | INSECT BITES, CHILDREN'S | 393938253 | none | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | -1086026 | FAIR TRADE, NOURISHING, CRADLE CAP, CHILDREN'S | 196678874 | BABIES | ||
| 3138 | Natural Solutions East Cape 4% Mānuka Oil Blend- Mild | -197764900 | FEET, MANUKA | 0 | none |