Fold 3 - Understanding why coefficient 240784424 was selected
Tag: ADRENAL
Selected Coefficient: 240784424
Taxonomy Path: 13.1.9.6.5
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 240784424 | 2.000000 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 5 | 3.000000 | 5 | 5 (5) | No |
These are the training products that have the "ADRENAL" tag (processing sequence 4708). 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 |
|---|---|---|---|---|---|---|---|
| 3108 | Green Trading Organic Ashwagandha Capsules | 240784424 | none | 0 | none | ||
| 19711 | Restorative Tonic | 240784424 | none | 0 | RESTORATIVE | ||
| 19735 | Calming Essentials Bundle | 5 | none | -240784419 | BUNDLE | ||
| 3058 | Coyne Healthcare Purest Omega Oils 1000mg | 0 | BREASTFEEDING | -240784424 | REPRODUCTIVE HEALTH |