Fold 1 - Understanding why coefficient -129251324 was selected
Tag: MINERAL
Selected Coefficient: -129251324
Taxonomy Path: -13.1.9.6.5
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| -129251324 | 0.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*71^4 + 6*71^3 + 9*71^2 + 71 + 13)) | Yes |
These are the training products that have the "MINERAL" tag (processing sequence 1005). 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 |
|---|---|---|---|---|---|---|---|
| 3064 | Dr Mercola Fermented Beta Glucans | -129251324 | KETOGENIC, ADAPTOGENIC, HERBAL | 0 | none |