Fold 4 - Understanding why coefficient -7581808 was selected
Tag: SWIM
Selected Coefficient: -7581808
Taxonomy Path: -2.2.13.21
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? |
|---|---|---|---|---|---|
| -7581808 | 1.000000 | -2.2.13.21 | -21.13.2.2 (-(21*71^3 + 13*71^2 + 2*71 + 2)) | Yes | |
| 1431644 | 1.000000 | 0.0.0.4 | 4.0.0.0 (4*71^3) | No |
These are the training products that have the "SWIM" tag (processing sequence 2197). 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 |
|---|---|---|---|---|---|---|---|
| 1059 | Showpony | 1431644 | BLACK, BEACH, ITALIAN | 9013452 | none | ||
| 1478 | Black Gumball Board Shorts | -7581808 | BOTTOMS, GAZZY BY GAZZO, LIFE, PANTS | 0 | none |