Fold 3 - Understanding why coefficient 1566571 was selected
Tag: SPRING BASICS
Selected Coefficient: 1566571
Taxonomy Path: 1.1.14.3
Taxonomy Name: Apparel & Accessories > Clothing > Shorts > Chino Shorts
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 1566571 | 1.000002 | 1.1.14.3 | 3.14.1.1 (3*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Chino Shorts | Yes |
| 2552649 | 1.000002 | 1.1.14.5 | 5.14.1.1 (5*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Denim Shorts | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "SPRING BASICS" tag (processing sequence 3712). 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 |
|---|---|---|---|---|---|---|---|
| 9446 | Collie Dark Wash Denim Shorts | 2552649 | Apparel & Accessories > Clothing > Shorts > Denim Shorts | none | 986078 | none | |
| 9380 | Courtney Black Cuffed Shorts | 1566571 | Apparel & Accessories > Clothing > Shorts > Chino Shorts | none | 0 | BOTTOMS | |
| 9432 | Refuse To Lose Navy Blazer | 0 | BLAZERS | -1566571 | none |