Fold 1 - Understanding why coefficient -13873272 was selected
Tag: SWIM
Selected Coefficient: -13873272
Taxonomy Path: -3.73.10.28
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| -13873272 | 0.000000 | -3.73.10.28 | -28.10.73.3 (-(28*79^3 + 10*79^2 + 73*79 + 3)) | Yes |
These are the training products that have the "SWIM" tag (processing sequence 2853). 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 |
|---|---|---|---|---|---|---|---|
| 1478 | Black Gumball Board Shorts | -13873272 | PANTS, APPAREL, ATHLEISURE, ATHLETIC, BOTTOMS, GAZZY BY GAZZO | 0 | none |