Fold 2 - Understanding why coefficient 8094659 was selected
Tag: QUARTER ZIP
Selected Coefficient: 8094659
Taxonomy Path: 1.1.13.14
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 8094659 | 0.000147 | 1.1.13.14 | 14.13.1.1 (14*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 6951085 | 0.000150 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | No | |
| 1212548 | 0.000581 | 1.1.10.2 | 2.10.1.1 (2*83^3 + 10*83^2 + 83 + 1) | No |
These are the training products that have the "QUARTER ZIP" tag (processing sequence 4017). 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 |
|---|---|---|---|---|---|---|---|
| 31762 | Monogrammed Women's Quarter Zip Pullover Sweatshirt | 8094659 | none | 0 | SWEATSHIRT, PULLOVER, CHARLES RIVER | ||
| 31868 | Monogrammed Buffalo Plaid Unisex Quarter Zip Pullover Sweatshirt | 8094659 | none | 0 | SWEATSHIRT, PULLOVER | ||
| 31869 | Monogrammed Leopard Unisex Quarter Zip Pullover Sweatshirt | 8094659 | none | 0 | SWEATSHIRT, PULLOVER | ||
| 31794 | Monogrammed Waffle Knit Quarter Zip Pullover | 6951085 | none | -1143574 | PULLOVER, CHARLES RIVER | ||
| 31867 | Monogrammed Cow Print Unisex Quarter Zip Pullover Sweatshirt | 1212548 | none | -6882111 | SWEATSHIRT, PULLOVER |