Fold 4 - Understanding why coefficient -13437113 was selected
Tag: SWIM
Selected Coefficient: -13437113
Taxonomy Path: -3.3.20.27
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? |
|---|---|---|---|---|---|
| -13437113 | 1.000000 | -3.3.20.27 | -27.20.3.3 (-(27*79^3 + 20*79^2 + 3*79 + 3)) | Yes | |
| 9860780 | 1.000000 | 0.0.0.20 | 20.0.0.0 (20*79^3) | No |
These are the training products that have the "SWIM" tag (processing sequence 2841). 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 | 9860780 | BEACH | 23297893 | TAN | ||
| 1478 | Black Gumball Board Shorts | -13437113 | PANTS, APPAREL, ATHLETIC, BOTTOMS, GAZZY BY GAZZO, LIFE | 0 | none |