Fold 4 - Understanding why coefficient -240784424 was selected
Tag: FLU
Selected Coefficient: -240784424
Taxonomy Path: -13.1.9.6.5
Taxonomy Name:
Products with this tag: 5
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 | 2.000145 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*83^4 + 6*83^3 + 9*83^2 + 83 + 13)) | Yes | |
| -1253894 | 2.000290 | -13.1.16.2 | -2.16.1.13 (-(2*83^3 + 16*83^2 + 83 + 13)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "FLU" tag (processing sequence 3974). 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 |
|---|---|---|---|---|---|---|---|
| 3119 | Kiwiherb De-Stuff (Organic) | 0 | CONGESTION | 240784424 | none | ||
| 3121 | Kiwiherb De-Stuff Rub (Organic) | 0 | CONGESTION | 240784424 | TOPICAL | ||
| 26878 | Ultra Quercetin Plus | -1253894 | LIVER, LUNG | 239530530 | JOINTS, COLD | ||
| 3064 | Dr Mercola Fermented Beta Glucans | -240784424 | MINERAL, IMMUNE | 0 | ADAPTOGENIC, REVITALISING | ||
| 3083 | Dr Mercola Fermented Black Garlic | -240784424 | MINERAL, IMMUNE | 0 | ADAPTOGENIC, REVITALISING |