Fold 2 - Understanding why coefficient 110320 was selected
Tag: RESTORATIVE
Selected Coefficient: 110320
Taxonomy Path: 13.1.16
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 110320 | 2.000147 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | Yes | |
| 2969255 | 2.000147 | 13.1.16.5 | 5.16.1.13 (5*83^3 + 16*83^2 + 83 + 13) | No | |
| 137876 | 2.000290 | 13.1.20 | 20.1.13 (20*83^2 + 83 + 13) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "RESTORATIVE" tag (processing sequence 6966). 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 |
|---|---|---|---|---|---|---|---|
| 19719 | Senega Extract | 2969255 | none | 2858935 | none | ||
| 19901 | Pleurisy Root Extract | 137876 | none | 27556 | none | ||
| 19965 | Teasel Root Extract | 110320 | none | 0 | none | ||
| 3216 | Absolute Essential Melissa True Pure Essential Oil or 3% (Organic) | 0 | ANTI-VIRAL | -110320 | none | ||
| 19711 | Restorative Tonic | 0 | FATIGUE | -110320 | none |