Fold 4 - 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: 8
Unique residual values tried: 6
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 | 4.000160 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | Yes |
| 197764900 | 4.000481 | 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 |
| -99948 | 6.000160 | -13.1.16 | -16.1.13 (-(16*79^2 + 79 + 13)) | No | |
| 196578926 | 6.000160 | 66.77.55.3.5 | 5.3.55.77.66 (5*79^4 + 3*79^3 + 55*79^2 + 77*79 + 66) | No | |
| -1185974 | 7.000000 | -26.2.32.2 | -2.32.2.26 (-(2*79^3 + 32*79^2 + 2*79 + 26)) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "RED SAGE" tag (processing sequence 3042). 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 | 196578926 | RHODIOLA, CORDYCEPS | 196478978 | CINNAMON | ||
| 19964 | Systemic Endothelial Support | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none | |
| 19753 | Systemic Endothelial Support GLYCERITE | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none | |
| 19723 | Sida PLUS Extract | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none | |
| 19763 | Cytokine Attention | 0 | CORDYCEPS | -99948 | none | ||
| 19752 | Buhner Pan-Kit GLYCERITE SINGLES | -99948 | RHODIOLA, CORDYCEPS | -199896 | CINNAMON, KITS | ||
| 19731 | Buhner-Pan Kit | -1185974 | BUHNER, RHODIOLA, CORDYCEPS | -1285922 | CINNAMON, KITS |