Fold 0 - Understanding why coefficient 5 was selected
Tag: ADRENAL
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name: Bundles
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 5 | 1.000000 | 5 | 5 (5) | Bundles | Yes |
| 1865967 | 1.000000 | 66.77.61.3 | 3.61.77.66 (3*79^3 + 61*79^2 + 77*79 + 66) | No |
These are the training products that have the "ADRENAL" tag (processing sequence 3265). 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 |
|---|---|---|---|---|---|---|---|
| 2896 | Absolute Essential Vetiver Essential Oil (Organic) | 1865967 | MUSCLE RELIEF, SENSUALITY | 1865962 | GROUNDING | ||
| 19735 | Calming Essentials Bundle | 5 | Bundles | none | 0 | none |