Fold 2 - Understanding why coefficient -191603841 was selected
Tag: FASHION LINGERIE
Selected Coefficient: -191603841
Taxonomy Path: -1.1.8.3.4
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -191603841 | 2.000000 | -1.1.8.3.4 | -4.3.8.1.1 (-(4*83^4 + 3*83^3 + 8*83^2 + 83 + 1)) | Yes | |
| -286520483 | 2.000000 | -1.1.8.3.6 | -6.3.8.1.1 (-(6*83^4 + 3*83^3 + 8*83^2 + 83 + 1)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "FASHION LINGERIE" tag (processing sequence 5636). 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 |
|---|---|---|---|---|---|---|---|
| 121 | Tulle Bralette | 0 | BRAS | 191603841 | none | ||
| 144 | Lace and Tulle Soft Bra | 0 | BRAS | 191603841 | none | ||
| 142 | French Brief | -191603841 | PANTIES, BRIEFS | 0 | none | ||
| 145 | Ouvert Panty | -191603841 | PANTIES, BRIEFS | 0 | none | ||
| 123 | Sheer Side-Tie Brief | -286520483 | PANTIES, BRIEFS | -94916642 | none |