Fold 3 - Understanding why coefficient -1143574 was selected
Tag: QUARTER ZIP
Selected Coefficient: -1143574
Taxonomy Path: -0.0.0.2
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -1143574 | 2.000002 | -0.0.0.2 | -2.0.0.0 (-(2*83^3)) | Yes | |
| 0 | 2.000002 | 0 | 0 (0) | No | |
| 1212548 | 2.000145 | 1.1.10.2 | 2.10.1.1 (2*83^3 + 10*83^2 + 83 + 1) | No | |
| 8094659 | 2.000145 | 1.1.13.14 | 14.13.1.1 (14*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "QUARTER ZIP" tag (processing sequence 4884). 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 |
|---|---|---|---|---|---|---|---|
| 31869 | Monogrammed Leopard Unisex Quarter Zip Pullover Sweatshirt | 8094659 | none | 9238233 | none | ||
| 31867 | Monogrammed Cow Print Unisex Quarter Zip Pullover Sweatshirt | 1212548 | none | 2356122 | COW | ||
| 31762 | Monogrammed Women's Quarter Zip Pullover Sweatshirt | 0 | CHARLES RIVER | 1143574 | none | ||
| 31794 | Monogrammed Waffle Knit Quarter Zip Pullover | -1143574 | CHARLES RIVER | 0 | none |