Fold 1 - Understanding why coefficient 2565143 was selected
Tag: RESTORATIVE
Selected Coefficient: 2565143
Taxonomy Path: 13.1.16.5
Taxonomy Name: Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 2565143 | 3.000162 | 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 | Yes |
| 99948 | 3.000162 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | No |
| 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 |
| 24964 | 3.012818 | 0.0.4 | 4.0.0 (4*79^2) | No | |
| 197664952 | 3.012818 | 0.0.72.5.5 | 5.5.72.0.0 (5*79^4 + 5*79^3 + 72*79^2) | No | |
| -37452083 | 3.025316 | -0.77.75.75 | -75.75.77.0 (-(75*79^3 + 75*79^2 + 77*79)) | No |
These are the training products that have the "RESTORATIVE" tag (processing sequence 3964). 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 | COMPOUND EXTRACT, BUHNER & KATE FORMULAS | 195199757 | none | |
| 19843 | Licorice Root Extract | 197664952 | BUHNER EXTRACTS | 195099809 | none | ||
| 19719 | Senega Extract | 2565143 | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | none | 0 | none | |
| 19965 | Teasel Root Extract | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | -2465195 | none | |
| 19901 | Pleurisy Root Extract | 24964 | BUHNER EXTRACTS | -2540179 | none | ||
| 3216 | Absolute Essential Melissa True Pure Essential Oil or 3% (Organic) | -37452083 | ANTI-VIRAL | -40017226 | DEPRESSION |