Fold 1 - Understanding why coefficient 240784424 was selected
Tag: RESTORATIVE
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 | 1.000145 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | Yes | |
| 137876 | 1.000290 | 13.1.20 | 20.1.13 (20*83^2 + 83 + 13) | No | |
| 194386913 | 3.000000 | 0.0.80.7.4 | 4.7.80.0.0 (4*83^4 + 7*83^3 + 80*83^2) | No |
These are the training products that have the "RESTORATIVE" tag (processing sequence 4878). 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 | 240784424 | none | 0 | none | ||
| 19843 | Licorice Root Extract | 240784424 | none | 0 | SIMPLE EXTRACTS | ||
| 3216 | Absolute Essential Melissa True Pure Essential Oil or 3% (Organic) | 194386913 | REVITALISING, ANTI-VIRAL | -46397511 | none | ||
| 19901 | Pleurisy Root Extract | 137876 | none | -240646548 | SIMPLE EXTRACTS |