Fold 1 - Understanding why coefficient 99948 was selected
Tag: RED SAGE
Selected Coefficient: 99948
Taxonomy Path: 13.1.16
Taxonomy Name: Health & Beauty > Health Care > Medicine & Drugs
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 99948 | 1.000002 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | Yes |
| 1086026 | 1.000006 | 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 |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "RED SAGE" tag (processing sequence 2649). 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 |
|---|---|---|---|---|---|---|---|
| 19732 | Buhner-Pan Kit GLYCERITES | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 986078 | IMMUNE SYSTEM | |
| 19723 | Sida PLUS Extract | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | COMPOUND EXTRACT, BUHNER & KATE FORMULAS | |
| 19763 | Cytokine Attention | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | COMPOUND EXTRACT, BUHNER & KATE FORMULAS | |
| 19964 | Systemic Endothelial Support | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | COMPOUND EXTRACT, BUHNER & KATE FORMULAS | |
| 19731 | Buhner-Pan Kit | 0 | BUHNER | -99948 | IMMUNE SYSTEM |