Fold 2 - Understanding why coefficient 1086026 was selected
Tag: COOLING
Selected Coefficient: 1086026
Taxonomy Path: 13.1.16.2
Taxonomy Name: Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 1086026 | 1.000002 | 13.1.16.2 | 2.16.1.13 (2*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | Yes |
| 2565143 | 1.000004 | 13.1.16.5 | 5.16.1.13 (5*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "COOLING" tag (processing sequence 2316). 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 |
|---|---|---|---|---|---|---|---|
| 19883 | Motherwort Extract | 2565143 | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | none | 1479117 | SEXUAL HEALTH, SIMPLE EXTRACTS, HEART, CARDIOVASCULAR | |
| 19730 | Boneset Extract | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | SIMPLE EXTRACTS, BUHNER EXTRACTS | |
| 19744 | Chinese Coptis Extract | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | IMMUNE, SIMPLE EXTRACTS, BUHNER EXTRACTS, COLD | |
| 19858 | Houttuynia (Fresh) GLYCERITE | 0 | INFECTION | -1086026 | ANTI INFLAMMATORY |