Fold 4 - Understanding why coefficient 197764900 was selected
Tag: RESTORATIVE
Selected Coefficient: 197764900
Taxonomy Path: 13.1.9.6.5
Taxonomy Name: Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 197764900 | 1.000481 | 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 | Yes |
| 99948 | 1.000483 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | No |
| 2565143 | 1.000483 | 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 | 1.000641 | 13.1.20 | 20.1.13 (20*79^2 + 79 + 13) | Health & Beauty > Health Care > Respiratory Care | No |
| 2034638 | 5.000000 | 72.0.10.4 | 4.10.0.72 (4*79^3 + 10*79^2 + 72) | No |
These are the training products that have the "RESTORATIVE" tag (processing sequence 4043). 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 |
|---|---|---|---|---|---|---|---|
| 19711 | Restorative Tonic | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | none | |
| 19843 | Licorice Root Extract | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | none | |
| 19719 | Senega Extract | 2565143 | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | none | -195199757 | none | |
| 3216 | Absolute Essential Melissa True Pure Essential Oil or 3% (Organic) | 2034638 | HEART CHAKRA | -195730262 | ANTI-VIRAL | ||
| 19901 | Pleurisy Root Extract | 124912 | Health & Beauty > Health Care > Respiratory Care | none | -197639988 | none | |
| 19965 | Teasel Root Extract | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | -197664952 | none |