Fold 4 - Understanding why coefficient 101646724 was selected
Tag: EYE CARE
Selected Coefficient: 101646724
Taxonomy Path: 0.0.0.0.4
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 101646724 | 1.000000 | 0.0.0.0.4 | 4.0.0.0.0 (4*71^4) | Yes | |
| -2928893 | 2.000000 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No |
These are the training products that have the "EYE CARE" tag (processing sequence 1123). 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 |
|---|---|---|---|---|---|---|---|
| 10084 | Rejuvenating eye balm (Wholesale) | 101646724 | WHOLESALE, ANTI AGING | 0 | none | ||
| 10086 | Tightening eye gel (Wholesale) | 101646724 | WHOLESALE, ANTI AGING | 0 | none | ||
| 10042 | His Favorites | -2928893 | MEN, BUNDLE | -104575617 | RETAIL |