Fold 4 - Understanding why coefficient 62666 was selected
Tag: 37
Selected Coefficient: 62666
Taxonomy Path: 1.8.9
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 62666 | 1.000145 | 1.8.9 | 9.8.1 (9*83^2 + 8*83 + 1) | Yes | |
| 55777 | 1.000290 | 1.8.8 | 8.8.1 (8*83^2 + 8*83 + 1) | No | |
| -2327901 | 3.000000 | -0.76.5.4 | -4.5.76.0 (-(4*83^3 + 5*83^2 + 76*83)) | No |
These are the training products that have the "37" tag (processing sequence 4711). 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 |
|---|---|---|---|---|---|---|---|
| 32328 | Ara Scout Ballet Flat in Thyme | 62666 | none | 0 | none | ||
| 32332 | Ara Scout Ballet Flat in Taupe | 62666 | none | 0 | none | ||
| 32327 | Ara Oleanna Sneaker in Cream Leather | 55777 | none | -6889 | none | ||
| 11816 | OUNKA <br><span class="second-name">Mule cuir tissu coloré</span> | -2327901 | 36 | -2390567 | none |