Fold 4 - Understanding why coefficient -12186809 was selected
Tag: COZY
Selected Coefficient: -12186809
Taxonomy Path: -2.2.26.21
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? |
|---|---|---|---|---|---|
| -12186809 | 3.012048 | -2.2.26.21 | -21.26.2.2 (-(21*83^3 + 26*83^2 + 2*83 + 2)) | Yes | |
| -1508942 | 3.024096 | -2.3.53.2 | -2.53.3.2 (-(2*83^3 + 53*83^2 + 3*83 + 2)) | No | |
| -8094659 | 4.000002 | -1.1.13.14 | -14.13.1.1 (-(14*83^3 + 13*83^2 + 83 + 1)) | No | |
| -4663937 | 4.000002 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | No | |
| 1715361 | 5.000000 | 0.0.0.3 | 3.0.0.0 (3*83^3) | No |
These are the training products that have the "COZY" tag (processing sequence 6093). 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 | 1715361 | REG NOT PREG | 13902170 | NURSING TOP, NON-MATERNITY | ||
| 1479 | Black Gumball Star Bra | -1508942 | SPORTS BRA, ATHLETIC, HIKING | 10677867 | none | ||
| 8356 | Leopard Star | Ash | Sweatshirt | -4663937 | SWEATSHIRT, SHOP ALL | 7522872 | none | ||
| 8342 | VINTAGE | Clay | Sweatshirt | -8094659 | SWEATSHIRT, SHOP ALL, LONG-SLEEVE | 4092150 | none | ||
| 27890 | Claire Jumpsuit | -12186809 | JUMPSUITS, SWEATER, REG NOT PREG | 0 | none | ||
| 27928 | Dell Cardi | -12186809 | SWEATER, REG NOT PREG, CARDIGAN | 0 | none |