Fold 0 - Understanding why coefficient -195199757 was selected
Tag: COOLING
Selected Coefficient: -195199757
Taxonomy Path: -0.0.72.0.5
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? |
|---|---|---|---|---|---|
| -195199757 | 1.000160 | -0.0.72.0.5 | -5.0.72.0.0 (-(5*79^4 + 72*79^2)) | Yes | |
| 0 | 1.000160 | 0 | 0 (0) | No | |
| 1086026 | 2.000000 | 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 "COOLING" tag (processing sequence 2510). 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 | 196285783 | SIMPLE EXTRACTS, BUHNER EXTRACTS, IMMUNE SYSTEM, BITTER | |
| 19857 | Houttuynia (Fresh) Extract | 0 | INFECTION | 195199757 | SIMPLE EXTRACTS | ||
| 19883 | Motherwort Extract | -195199757 | SEXUAL HEALTH | 0 | SIMPLE EXTRACTS, HEART, BITTER |