Fold 0 - Understanding why coefficient 99948 was selected
Tag: RESTORATIVE
Selected Coefficient: 99948
Taxonomy Path: 13.1.16
Taxonomy Name: Health & Beauty > Health Care > Medicine & Drugs
Products with this tag: 4
Unique residual values tried: 4
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 | 0.000322 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | Yes |
| 2565143 | 0.000322 | 13.1.16.5 | 5.16.1.13 (5*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | No |
| 124912 | 0.000481 | 13.1.20 | 20.1.13 (20*79^2 + 79 + 13) | Health & Beauty > Health Care > Respiratory Care | No |
| 197764900 | 0.000481 | 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 |
These are the training products that have the "RESTORATIVE" tag (processing sequence 4367). 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 |
|---|---|---|---|---|---|---|---|
| 19843 | Licorice Root Extract | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 197664952 | none | |
| 19719 | Senega Extract | 2565143 | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | none | 2465195 | none | |
| 19901 | Pleurisy Root Extract | 124912 | Health & Beauty > Health Care > Respiratory Care | none | 24964 | none | |
| 19965 | Teasel Root Extract | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none |