Fold 1 - Understanding why coefficient -4025525 was selected
Tag: GRAPHIC PRINT
Selected Coefficient: -4025525
Taxonomy Path: -1.1.13.8
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? |
|---|---|---|---|---|---|
| -4025525 | 0.000160 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| 67983133 | 0.000160 | 78.77.69.58.1 | 1.58.69.77.78 (38950081 + 58*79^3 + 69*79^2 + 77*79 + 78) | No |
These are the training products that have the "GRAPHIC PRINT" tag (processing sequence 1592). 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 |
|---|---|---|---|---|---|---|---|
| 5886 | Vintage Black Oversized Sweatshirt | 67983133 | SWEATSHIRT, ACTIVEWEAR, ATHLEISURE | 72008658 | OUTERWEAR | ||
| 6836 | Cream Oversized Sweatshirt | -4025525 | SWEATSHIRT, ACTIVEWEAR, ATHLEISURE | 0 | none |