Fold 1 - Understanding why coefficient 90738 was selected
Tag: SWIM
Selected Coefficient: 90738
Taxonomy Path: 0.0.18
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? |
|---|---|---|---|---|---|
| 90738 | 1.000000 | 0.0.18 | 18.0.0 (18*71^2) | Yes | |
| 3871416 | 1.000000 | 70.69.57.10 | 10.57.69.70 (10*71^3 + 57*71^2 + 69*71 + 70) | No |
These are the training products that have the "SWIM" tag (processing sequence 2213). 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 | 3871416 | BLACK, BEACH | 3780678 | none | ||
| 1478 | Black Gumball Board Shorts | 90738 | BOTTOMS, GAZZY BY GAZZO | 0 | none |