Fold 0 - Understanding why coefficient -6951085 was selected
Tag: COZY
Selected Coefficient: -6951085
Taxonomy Path: -1.1.13.12
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -6951085 | 3.000002 | -1.1.13.12 | -12.13.1.1 (-(12*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| -4663937 | 3.000002 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | No | |
| -12758596 | 4.000000 | -2.2.26.22 | -22.26.2.2 (-(22*83^3 + 26*83^2 + 2*83 + 2)) | No | |
| -1211883 | 4.000000 | -0.76.9.2 | -2.9.76.0 (-(2*83^3 + 9*83^2 + 76*83)) | No | |
| 6951085 | 4.000000 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "COZY" tag (processing sequence 5615). 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 |
|---|---|---|---|---|---|---|---|
| 27931 | Remmi Cashmere V-Neck | 6951085 | none | 13902170 | NURSING TOP | ||
| 1479 | Black Gumball Star Bra | -1211883 | SPORTS BRA, ATHLETIC, LYCRA | 5739202 | GAZZY BY GAZZO, HIKING | ||
| 8356 | Leopard Star | Ash | Sweatshirt | -4663937 | SHOP ALL, SWEATSHIRT | 2287148 | none | ||
| 27890 | Claire Jumpsuit | -6951085 | JUMPSUITS, SWEATER | 0 | none | ||
| 8342 | VINTAGE | Clay | Sweatshirt | -12758596 | LONG-SLEEVE, SHOP ALL, SWEATSHIRT | -5807511 | none |