Fold 1 - Understanding why coefficient 137876 was selected
Tag: CONGESTION
Selected Coefficient: 137876
Taxonomy Path: 13.1.20
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 137876 | 1.000145 | 13.1.20 | 20.1.13 (20*83^2 + 83 + 13) | Yes | |
| 1253894 | 1.000145 | 13.1.16.2 | 2.16.1.13 (2*83^3 + 16*83^2 + 83 + 13) | No | |
| -240646548 | 2.000000 | -0.0.72.5.5 | -5.5.72.0.0 (-(5*83^4 + 5*83^3 + 72*83^2)) | No |
These are the training products that have the "CONGESTION" tag (processing sequence 3526). 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 |
|---|---|---|---|---|---|---|---|
| 19725 | Sinus Clear Formula GLYCERITE | 1253894 | none | 1116018 | BUHNER & KATE FORMULA GLYCERITES, CALENDULA | ||
| 3120 | Kiwiherb De-Stuff For Kids (Organic) | 137876 | none | 0 | CHILDREN'S, INFANTS | ||
| 3121 | Kiwiherb De-Stuff Rub (Organic) | -240646548 | FLU | -240784424 | CHILDREN'S, TOPICAL |