Fold 4 - Understanding why coefficient -279085029 was selected
Tag: CHILDREN'S
Selected Coefficient: -279085029
Taxonomy Path: -4.2.54.69.10
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? |
|---|---|---|---|---|---|
| -279085029 | 1.000000 | -4.2.54.69.10 | -10.69.54.2.4 (-(10*71^4 + 69*71^3 + 54*71^2 + 2*71 + 4)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "CHILDREN'S" tag (processing sequence 2456). 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, COLDS, INFANTS | 279085029 | none | ||
| 3121 | Kiwiherb De-Stuff Rub (Organic) | -279085029 | ORGANIC, KIDS, COLDS | 0 | none |