Fold 0 - Understanding why coefficient 5439311 was selected
Tag: JOGGER SET
Selected Coefficient: 5439311
Taxonomy Path: 1.1.14.15
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? |
|---|---|---|---|---|---|
| 5439311 | 0.000198 | 1.1.14.15 | 15.14.1.1 (15*71^3 + 14*71^2 + 71 + 1) | Yes | |
| 5449393 | 0.000397 | 1.1.16.15 | 15.16.1.1 (15*71^3 + 16*71^2 + 71 + 1) | No |
These are the training products that have the "JOGGER SET" tag (processing sequence 1524). 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 |
|---|---|---|---|---|---|---|---|
| 3940 | Smooth Plaid Men's Jogger Shorts | 5449393 | JOGGERS | 10082 | none | ||
| 4312 | Tribal Cloth Men's Joggers | 5439311 | JOGGERS | 0 | none | ||
| 4451 | Tribal Top Men's Joggers | 5439311 | JOGGERS | 0 | none |