Fold 2 - Understanding why coefficient -206837 was selected
Tag: WATCH-HER-23
Selected Coefficient: -206837
Taxonomy Path: -1.2.30
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? |
|---|---|---|---|---|---|
| -206837 | 1.000000 | -1.2.30 | -30.2.1 (-(30*83^2 + 2*83 + 1)) | Yes | |
| -206670 | 1.000000 | -0.0.30 | -30.0.0 (-(30*83^2)) | No |
These are the training products that have the "WATCH-HER-23" tag (processing sequence 5072). 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 |
|---|---|---|---|---|---|---|---|
| 17098 | You Can Do It Watch Band | -206670 | ACTIVE WATCH BANDS | 167 | none | ||
| 16926 | You Are Loved Watch Band | -206837 | COMMUNITY-FAVORITE, AMAZING-ARTWORK, WATCH-PRINTS, ACTIVE WATCH BANDS | 0 | none |