Fold 2 - Understanding why coefficient -196366841 was selected
Tag: CARDIOVASCULAR
Selected Coefficient: -196366841
Taxonomy Path: -17.0.22.3.5
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -196366841 | 2.000000 | -17.0.22.3.5 | -5.3.22.0.17 (-(5*79^4 + 3*79^3 + 22*79^2 + 17)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 1579065 | 2.000000 | 13.1.16.3 | 3.16.1.13 (3*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Digestive Health Medicines | No |
These are the training products that have the "CARDIOVASCULAR" tag (processing sequence 3716). 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 |
|---|---|---|---|---|---|---|---|
| 19888 | African Peach (Nauclea) ROOT Extract | 1579065 | Health & Beauty > Health Care > Medicine & Drugs > Digestive Health Medicines | SIMPLE EXTRACTS, BUHNER EXTRACTS | 197945906 | none | |
| 19973 | Turkey Tails Extract | 0 | IMMUNE, SIMPLE EXTRACTS, RESPIRATORY | 196366841 | none | ||
| 19883 | Motherwort Extract | -196366841 | COOLING, SEXUAL HEALTH, SIMPLE EXTRACTS, HEART | 0 | none |