Fold 2 - Understanding why coefficient -196678874 was selected
Tag: BITTER
Selected Coefficient: -196678874
Taxonomy Path: -0.0.72.3.5
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? |
|---|---|---|---|---|---|
| -196678874 | 2.000002 | -0.0.72.3.5 | -5.3.72.0.0 (-(5*79^4 + 3*79^3 + 72*79^2)) | Yes | |
| -195199757 | 2.000002 | -0.0.72.0.5 | -5.0.72.0.0 (-(5*79^4 + 72*79^2)) | No | |
| 99948 | 2.000002 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | No |
| 1086026 | 2.000002 | 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 | No |
These are the training products that have the "BITTER" tag (processing sequence 3129). 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 |
|---|---|---|---|---|---|---|---|
| 19730 | Boneset Extract | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | IMMUNE SYSTEM |
| 19743 | Chinese Cat's Claw Extract | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 196778822 | none | |
| 19883 | Motherwort Extract | -195199757 | SEXUAL HEALTH | 1479117 | none | ||
| 19744 | Chinese Coptis Extract | -196678874 | IMMUNE | 0 | none |