Fold 1 - Understanding why coefficient -3451273 was selected
Tag: S
Selected Coefficient: -3451273
Taxonomy Path: -0.0.0.7
Taxonomy Name:
Products with this tag: 2
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 | 0.000002 | -0.0.0.7 | -7.0.0.0 (-(7*79^3)) | Yes | |
| -493039 | 0.000002 | -0.0.0.1 | -1.0.0.0 (-(493039)) | No |
These are the training products that have the "S" tag (processing sequence 3317). 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 |
|---|---|---|---|---|---|---|---|
| 8563 | Blue Cotton Cashmere Shirt | -493039 | M | 2958234 | none | ||
| 17741 | Camiseta Mangas Petalo Azul 11930 | -3451273 | M | 0 | XL |