Fold 4 - Understanding why coefficient -4580974 was selected
Tag: DENIM
Selected Coefficient: -4580974
Taxonomy Path: -1.1.23.9
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -4580974 | 2.000000 | -1.1.23.9 | -9.23.1.1 (-(9*79^3 + 23*79^2 + 79 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 2552649 | 3.000000 | 1.1.14.5 | 5.14.1.1 (5*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Denim Shorts | No |
These are the training products that have the "DENIM" tag (processing sequence 3027). 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 |
|---|---|---|---|---|---|---|---|
| 18089 | Brielle Denim Shorts | 2552649 | Apparel & Accessories > Clothing > Shorts > Denim Shorts | none | 7133623 | none | |
| 9704 | Chanel Medium Wash Denim Raw Hem Shorts | 0 | GIRLZ OF COUNTRY | 4580974 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Abayas & Jilbabs | none | |
| 22889 | Dark Slate Teal Sporty Jilbab Abaya | -4580974 | DARK GREY, ABAYA JILBAB | 0 | none | ||
| 22984 | Asphalt Grey & Blue Drawstring Jilbab Abaya | -4580974 | DARK GREY, ABAYA JILBAB | 0 | none |