Fold 0 - Understanding why coefficient 10154 was selected
Tag: SKIRTS
Selected Coefficient: 10154
Taxonomy Path: 1.1.2
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? |
|---|---|---|---|---|---|
| 10154 | 1.000000 | 1.1.2 | 2.1.1 (2*71^2 + 71 + 1) | Yes | |
| 5207930 | 1.000000 | 9.8.39.14 | 14.39.8.9 (14*71^3 + 39*71^2 + 8*71 + 9) | No |
These are the training products that have the "SKIRTS" tag (processing sequence 2103). 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 |
|---|---|---|---|---|---|---|---|
| 863 | Dacie | 5207930 | NEON, ESSENTIEL ANTWERP, MINI | 5197776 | none | ||
| 916 | Emery Skirt | 10154 | HAND MADE | 0 | none |