Fold 0 - Understanding why coefficient -6386187 was selected
Tag: 132
Selected Coefficient: -6386187
Taxonomy Path: -1.1.14.11
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? |
|---|---|---|---|---|---|
| -6386187 | 0.000005 | -1.1.14.11 | -11.14.1.1 (-(11*83^3 + 14*83^2 + 83 + 1)) | Yes | |
| -2383678 | 0.000005 | -1.1.14.4 | -4.14.1.1 (-(4*83^3 + 14*83^2 + 83 + 1)) | No | |
| -4099039 | 0.000007 | -1.1.14.7 | -7.14.1.1 (-(7*83^3 + 14*83^2 + 83 + 1)) | No |
These are the training products that have the "132" tag (processing sequence 5546). 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 |
|---|---|---|---|---|---|---|---|
| 5039 | 5th Infantry Performance Shorts | -2383678 | MEN'S BOTTOMS, SHORTS | 4002509 | none | ||
| 5045 | De Oppresso Liber Performance Shorts | -2383678 | MEN'S BOTTOMS, SHORTS | 4002509 | none | ||
| 5037 | 42nd Infantry Performance Shorts | -4099039 | MEN'S BOTTOMS, SHORTS | 2287148 | none | ||
| 5036 | 35th Infantry Performance Shorts | -6386187 | MEN'S BOTTOMS, SHORTS | 0 | none | ||
| 5038 | 509th Infantry Performance Shorts | -6386187 | MEN'S BOTTOMS, SHORTS | 0 | none |