Fold 1 - 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: 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? |
|---|---|---|---|---|---|
| 1143574 | 0.000147 | 0.0.0.2 | 2.0.0.0 (2*83^3) | Yes | |
| -1143574 | 0.000149 | -0.0.0.2 | -2.0.0.0 (-(2*83^3)) | No | |
| -5738537 | 0.000435 | -0.0.3.10 | -10.3.0.0 (-(10*83^3 + 3*83^2)) | No |
These are the training products that have the "QUARTER ZIP" tag (processing sequence 4868). 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 |
|---|---|---|---|---|---|---|---|
| 31868 | Monogrammed Buffalo Plaid Unisex Quarter Zip Pullover Sweatshirt | 1143574 | PULLOVER | 0 | none | ||
| 31869 | Monogrammed Leopard Unisex Quarter Zip Pullover Sweatshirt | 1143574 | PULLOVER | 0 | none | ||
| 31794 | Monogrammed Waffle Knit Quarter Zip Pullover | -1143574 | PULLOVER, CHARLES RIVER | -2287148 | none | ||
| 31867 | Monogrammed Cow Print Unisex Quarter Zip Pullover Sweatshirt | -5738537 | PULLOVER | -6882111 | COW |