Fold 1 - Understanding why coefficient 4092150 was selected
Tag: DRESS SHIRT
Selected Coefficient: 4092150
Taxonomy Path: 1.1.13.7
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 4092150 | 0.000002 | 1.1.13.7 | 7.13.1.1 (7*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 8094659 | 0.000003 | 1.1.13.14 | 14.13.1.1 (14*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "DRESS SHIRT" tag (processing sequence 3535). 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 |
|---|---|---|---|---|---|---|---|
| 6840 | Grey Oversized Sweatshirt | 8094659 | none | 4002509 | HEAVYWEIGHT, ACTIVEWEAR | ||
| 7995 | Mens Black Leather Alligator Shirt Jacket Crocodile Embossed Nappa Sheepskin | 4092150 | none | 0 | none | ||
| 8000 | Mens Python Shirt Snakeskin Embossed Nappa Sheepskin Leather Shirt | 4092150 | none | 0 | none |