Fold 2 - 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: 7
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? |
|---|---|---|---|---|---|
| 99948 | 3.000320 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | Yes |
| 197764900 | 3.000320 | 13.1.9.6.5 | 5.6.9.1.13 (5*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | No |
| -986078 | 5.000002 | -0.0.0.2 | -2.0.0.0 (-(2*79^3)) | No | |
| 0 | 5.000002 | 0 | 0 (0) | No | |
| -1086026 | 6.000000 | -13.1.16.2 | -2.16.1.13 (-(2*79^3 + 16*79^2 + 79 + 13)) | No |
These are the training products that have the "RED SAGE" tag (processing sequence 3542). 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 |
|---|---|---|---|---|---|---|---|
| 19910 | Red Sage/Baikal Formula GLYCERITE | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 197664952 | none | |
| 19733 | Buhner Pan-Kit SINGLES | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 197664952 | none | |
| 19964 | Systemic Endothelial Support | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none | |
| 19763 | Cytokine Attention | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none | |
| 19752 | Buhner Pan-Kit GLYCERITE SINGLES | 0 | KIDS PAGE | -99948 | KITS | ||
| 19753 | Systemic Endothelial Support GLYCERITE | -986078 | KIDS PAGE | -1086026 | none | ||
| 19732 | Buhner-Pan Kit GLYCERITES | -1086026 | IMMUNE SYSTEM, KIDS PAGE | -1185974 | KITS |