Fold 3 - Understanding why coefficient 110320 was selected
Tag: RESTORATIVE
Selected Coefficient: 110320
Taxonomy Path: 13.1.16
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 110320 | 2.000292 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | Yes | |
| 2969255 | 2.000292 | 13.1.16.5 | 5.16.1.13 (5*83^3 + 16*83^2 + 83 + 13) | No | |
| 137876 | 2.000435 | 13.1.20 | 20.1.13 (20*83^2 + 83 + 13) | No | |
| 240784424 | 2.000435 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| -238421235 | 4.012048 | -0.81.80.1.5 | -5.1.80.81.0 (-(5*83^4 + 571787 + 80*83^2 + 81*83)) | No | |
| 0 | 4.012048 | 0 | 0 (0) | No |
These are the training products that have the "RESTORATIVE" tag (processing sequence 6158). 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 | 240784424 | none | 240674104 | none | ||
| 19719 | Senega Extract | 2969255 | none | 2858935 | none | ||
| 19901 | Pleurisy Root Extract | 137876 | none | 27556 | none | ||
| 19965 | Teasel Root Extract | 110320 | none | 0 | none | ||
| 19711 | Restorative Tonic | 0 | ADRENAL | -110320 | none | ||
| 3216 | Absolute Essential Melissa True Pure Essential Oil or 3% (Organic) | -238421235 | REVITALISING | -238531555 | ANTI-VIRAL |