Fold 0 - Understanding why coefficient -3451273 was selected
Tag: 132
Selected Coefficient: -3451273
Taxonomy Path: -0.0.0.7
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -3451273 | 0.000004 | -0.0.0.7 | -7.0.0.0 (-(7*79^3)) | Yes | |
| 0 | 0.000004 | 0 | 0 (0) | No |
These are the training products that have the "132" tag (processing sequence 2988). 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 | 0 | MEN'S BOTTOMS | 3451273 | none | ||
| 5045 | De Oppresso Liber Performance Shorts | 0 | MEN'S BOTTOMS | 3451273 | none | ||
| 5036 | 35th Infantry Performance Shorts | -3451273 | MEN'S BOTTOMS | 0 | none | ||
| 5038 | 509th Infantry Performance Shorts | -3451273 | MEN'S BOTTOMS | 0 | none |