Fold 3 - Understanding why coefficient 2383678 was selected
Tag: BIKER SHORTS
Selected Coefficient: 2383678
Taxonomy Path: 1.1.14.4
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 2383678 | 1.000002 | 1.1.14.4 | 4.14.1.1 (4*83^3 + 14*83^2 + 83 + 1) | Yes | |
| 4670826 | 1.000002 | 1.1.14.8 | 8.14.1.1 (8*83^3 + 14*83^2 + 83 + 1) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "BIKER SHORTS" tag (processing sequence 6208). 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 |
|---|---|---|---|---|---|---|---|
| 26751 | Seamless Ribbed High Waist Biker Shorts | 4670826 | none | 2287148 | DOORBUSTER, BOTTOMS | ||
| 20718 | Pleated Shorts | 2383678 | none | 0 | BOTTOMS | ||
| 26798 | Ribbed Seamless Crop Biker Set | 0 | 2PC SET | -2383678 | DOORBUSTER |