Fold 4 - Understanding why coefficient 240784424 was selected
Tag: ADRENAL
Selected Coefficient: 240784424
Taxonomy Path: 13.1.9.6.5
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 240784424 | 3.000002 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | Yes | |
| 621022779 | 3.000003 | 13.1.9.7.13 | 13.7.9.1.13 (13*83^4 + 7*83^3 + 9*83^2 + 83 + 13) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| -2363184 | 5.000000 | -8.3.11.4 | -4.11.3.8 (-(4*83^3 + 11*83^2 + 3*83 + 8)) | No |
These are the training products that have the "ADRENAL" tag (processing sequence 6063). 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 |
|---|---|---|---|---|---|---|---|
| 3058 | Coyne Healthcare Purest Omega Oils 1000mg | 621022779 | OIL | 380238355 | none | ||
| 3108 | Green Trading Organic Ashwagandha Capsules | 240784424 | none | 0 | none | ||
| 19711 | Restorative Tonic | 240784424 | none | 0 | none | ||
| 2896 | Absolute Essential Vetiver Essential Oil (Organic) | 0 | BODY OIL | -240784424 | GROUNDING | ||
| 3131 | Dr Mercola Full Spectrum Enzymes For Women | 0 | ENZYME | -240784424 | none | ||
| 19735 | Calming Essentials Bundle | -2363184 | BODY OIL | -243147608 | none |