Fold 0 - Understanding why coefficient -197764900 was selected
Tag: BUHNER EXTRACTS
Selected Coefficient: -197764900
Taxonomy Path: -13.1.9.6.5
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 5
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 | 4.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | Yes | |
| -1479117 | 5.000162 | -0.0.0.3 | -3.0.0.0 (-(3*79^3)) | No | |
| 0 | 5.000162 | 0 | 0 (0) | No | |
| -196185835 | 5.000320 | -0.0.72.2.5 | -5.2.72.0.0 (-(5*79^4 + 2*79^3 + 72*79^2)) | No | |
| -395529800 | 7.000000 | -26.2.18.12.10 | -10.12.18.2.26 (-(10*79^4 + 12*79^3 + 18*79^2 + 2*79 + 26)) | No |
These are the training products that have the "BUHNER EXTRACTS" tag (processing sequence 2939). 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 |
|---|---|---|---|---|---|---|---|
| 19742 | Baikal Skullcap (Chinese Skullcap) Extract | 0 | SIMPLE EXTRACTS | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | ANTI INFLAMMATORY | |
| 19730 | Boneset Extract | -1479117 | COOLING, SIMPLE EXTRACTS | 196285783 | IMMUNE SYSTEM, BITTER | ||
| 19888 | African Peach (Nauclea) ROOT Extract | -196185835 | SIMPLE EXTRACTS | 1579065 | Health & Beauty > Health Care > Medicine & Drugs > Digestive Health Medicines | none | |
| 19963 | Sweet Annie Extract | -197764900 | INFECTION, SIMPLE EXTRACTS | 0 | none | ||
| 19843 | Licorice Root Extract | -197764900 | RESTORATIVE, SIMPLE EXTRACTS | 0 | none | ||
| 19861 | Isatis ROOT Extract | -197764900 | INFECTION, SIMPLE EXTRACTS | 0 | none | ||
| 19716 | Scots Pine Pollen Extract | -197764900 | SEXUAL HEALTH, SIMPLE EXTRACTS | 0 | none | ||
| 19864 | Japanese Knotweed Extract | -395529800 | BRAIN, SIMPLE EXTRACTS, IMMUNITY | -197764900 | none |