Fold 1 - Understanding why coefficient -6951085 was selected
Tag: COZY
Selected Coefficient: -6951085
Taxonomy Path: -1.1.13.12
Taxonomy Name:
Products with this tag: 6
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 | 2.000147 | -1.1.13.12 | -12.13.1.1 (-(12*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| -4663937 | 2.000149 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | No | |
| -1267660 | 2.000435 | -1.1.18.2 | -2.18.1.1 (-(2*83^3 + 18*83^2 + 83 + 1)) | No | |
| 3430722 | 4.000002 | 0.0.0.6 | 6.0.0.0 (6*83^3) | No | |
| 0 | 4.000002 | 0 | 0 (0) | No |
These are the training products that have the "COZY" tag (processing sequence 6103). 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 |
|---|---|---|---|---|---|---|---|
| 8356 | Leopard Star | Ash | Sweatshirt | 3430722 | SHOP ALL | 10381807 | none | ||
| 27931 | Remmi Cashmere V-Neck | 0 | V-NECK | 6951085 | NURSING TOP, NON-MATERNITY | ||
| 1479 | Black Gumball Star Bra | -1267660 | SPORTS BRA, ATHLETIC | 5683425 | HIKING | ||
| 8342 | VINTAGE | Clay | Sweatshirt | -4663937 | LONG-SLEEVE, SHOP ALL | 2287148 | none | ||
| 27890 | Claire Jumpsuit | -6951085 | JUMPSUITS, SWEATER | 0 | none | ||
| 27928 | Dell Cardi | -6951085 | SWEATER, CARDIGAN | 0 | none |