Fold 0 - Understanding why coefficient -1386563 was selected
Tag: RESPIRATORY
Selected Coefficient: -1386563
Taxonomy Path: -4.4.62.3
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -1386563 | 1.000000 | -4.4.62.3 | -3.62.4.4 (-(3*71^3 + 62*71^2 + 4*71 + 4)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "RESPIRATORY" tag (processing sequence 1959). 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 |
|---|---|---|---|---|---|---|---|
| 3120 | Kiwiherb De-Stuff For Kids (Organic) | 0 | ORGANIC, KIDS, INFANTS | 1386563 | none | ||
| 3121 | Kiwiherb De-Stuff Rub (Organic) | -1386563 | ORGANIC, KIDS | 0 | none |