Fold 1 - Understanding why coefficient 240784424 was selected
Tag: FLU
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 | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "FLU" tag (processing sequence 3021). 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 | 240784424 | none | 0 | IMMUNE, MINERAL, MUSCLE RELIEF, REVITALISING, WOMEN'S HEALTH | ||
| 3083 | Dr Mercola Fermented Black Garlic | 240784424 | none | 0 | IMMUNE, MINERAL, MUSCLE RELIEF, REVITALISING, WOMEN'S HEALTH | ||
| 3121 | Kiwiherb De-Stuff Rub (Organic) | 137876 | none | -240646548 | CONGESTION, CHILDREN'S, TOPICAL | ||
| 26878 | Ultra Quercetin Plus | 0 | COLD | -240784424 | LUNG, LIVER, BLOOD PRESSURE |