Fold 2 - Understanding why coefficient 1086026 was selected
Tag: KIDS PAGE
Selected Coefficient: 1086026
Taxonomy Path: 13.1.16.2
Taxonomy Name: Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| 1086026 | 3.000325 | 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 | Yes |
| 99948 | 3.000331 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | No |
| 1579065 | 3.000331 | 13.1.16.3 | 3.16.1.13 (3*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Digestive Health Medicines | No |
| 197764900 | 3.000961 | 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 |
| 0 | 9.000000 | 0 | 0 (0) | No | |
| 6853098623 | 10.000000 | 66.0.56.74.17.2 | 2.17.74.56.0.66 (2*79^5 + 17*79^4 + 74*79^3 + 56*79^2 + 66) | No |
These are the training products that have the "KIDS PAGE" tag (processing sequence 3431). 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 |
|---|---|---|---|---|---|---|---|
| 19845 | Golden Flower Salve | 6853098623 | CALENDULA, SALVES | 6852012597 | none | ||
| 19891 | Neurocore Formula GLYCERITE | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 196678874 | BRAIN | |
| 19871 | Kids Immune Boost GLYCERITE | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 196678874 | none | |
| 19972 | Tummy Comfort GLYCERITE | 1579065 | Health & Beauty > Health Care > Medicine & Drugs > Digestive Health Medicines | none | 493039 | none | |
| 19854 | Herbal Throat Spray - Peppermint | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | none | |
| 19820 | Echinacea PLUS GLYCERITE | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | none | |
| 19853 | Herbal Throat Spray - Orange | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | none | |
| 19752 | Buhner Pan-Kit GLYCERITE SINGLES | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | RED SAGE, KITS | |
| 19753 | Systemic Endothelial Support GLYCERITE | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | -986078 | RED SAGE | |
| 19732 | Buhner-Pan Kit GLYCERITES | 0 | IMMUNE SYSTEM | -1086026 | RED SAGE, KITS | ||
| 19822 | Elderberry Elixir | 0 | IMMUNE | -1086026 | none |