Fold 3 - Understanding why coefficient -2383678 was selected
Tag: MEN'S BOTTOMS
Selected Coefficient: -2383678
Taxonomy Path: -1.1.14.4
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -2383678 | 2.000003 | -1.1.14.4 | -4.14.1.1 (-(4*83^3 + 14*83^2 + 83 + 1)) | Yes | |
| -4670826 | 2.000005 | -1.1.14.8 | -8.14.1.1 (-(8*83^3 + 14*83^2 + 83 + 1)) | No | |
| -668317 | 2.000005 | -1.1.14.1 | -1.14.1.1 (-(571787 + 14*83^2 + 83 + 1)) | No | |
| -2287148 | 4.000002 | -0.0.0.4 | -4.0.0.0 (-(4*83^3)) | No | |
| 1715361 | 4.000002 | 0.0.0.3 | 3.0.0.0 (3*83^3) | No |
These are the training products that have the "MEN'S BOTTOMS" tag (processing sequence 6140). 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 |
|---|---|---|---|---|---|---|---|
| 5040 | CIB 2nd Award Performance Shorts | 1715361 | SHORTS | 4099039 | none | ||
| 5039 | 5th Infantry Performance Shorts | -668317 | 132, SHORTS | 1715361 | none | ||
| 5046 | EFMB Performance Shorts | -2287148 | SHORTS | 96530 | Apparel & Accessories > Clothing > Shorts | none | |
| 5037 | 42nd Infantry Performance Shorts | -2383678 | 132, SHORTS | 0 | none | ||
| 5047 | JROTC Performance Shorts | -2383678 | 132, SHORTS | 0 | none | ||
| 5038 | 509th Infantry Performance Shorts | -4670826 | 132, SHORTS | -2287148 | none |