Fold 0 - Understanding why coefficient 1219521 was selected
Tag: STYLETAG
Selected Coefficient: 1219521
Taxonomy Path: 2.2.11.2
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 1219521 | 1.000145 | 2.2.11.2 | 2.11.2.2 (2*83^3 + 11*83^2 + 2*83 + 2) | Yes | |
| 2383762 | 1.000145 | 2.2.14.4 | 4.14.2.2 (4*83^3 + 14*83^2 + 2*83 + 2) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "STYLETAG" tag (processing sequence 3649). 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 |
|---|---|---|---|---|---|---|---|
| 24300 | Maternity Cape Gown Dress with Trail | 2383762 | MATERNITY-GOWNS | 1164241 | none | ||
| 23935 | Maternity Party Wear Gown with Trail | 1219521 | MATERNITY-GOWNS | 0 | none | ||
| 23934 | Maternity Party Wear Gown | 0 | PARTY-DRESSES, SUMMER-DRESSES, MATERNITY-GOWNS | -1219521 | none |