Fold 1 - Understanding why coefficient -2327901 was selected
Tag: 37
Selected Coefficient: -2327901
Taxonomy Path: -0.76.5.4
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? |
|---|---|---|---|---|---|
| -2327901 | 1.000000 | -0.76.5.4 | -4.5.76.0 (-(4*83^3 + 5*83^2 + 76*83)) | Yes | |
| 55777 | 1.000000 | 1.8.8 | 8.8.1 (8*83^2 + 8*83 + 1) | No |
These are the training products that have the "37" tag (processing sequence 4954). 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 |
|---|---|---|---|---|---|---|---|
| 32327 | Ara Oleanna Sneaker in Cream Leather | 55777 | none | 2383678 | 38, 41 | ||
| 11816 | OUNKA <br><span class="second-name">Mule cuir tissu coloré</span> | -2327901 | 36 | 0 | 38, 41 |