Fold 4 - Understanding why coefficient -168666 was selected
Tag: DARK TURTLE
Selected Coefficient: -168666
Taxonomy Path: -1.2.27
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -168666 | 2.012658 | -1.2.27 | -27.2.1 (-(27*79^2 + 2*79 + 1)) | Yes | |
| -37921 | 2.025316 | -1.6.6 | -6.6.1 (-(6*79^2 + 6*79 + 1)) | No | |
| -130745 | 3.000000 | -0.75.20 | -20.75.0 (-(20*79^2 + 75*79)) | No |
These are the training products that have the "DARK TURTLE" tag (processing sequence 1177). 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 |
|---|---|---|---|---|---|---|---|
| 9206 | Ségur | -37921 | GOLD, AHLEM | 130745 | FILIGREE, LARGE | ||
| 9166 | Rue Duroc | -130745 | 8MM, AHLEM | 37921 | Apparel & Accessories > Jewelry > Earrings | PETITE | |
| 9212 | Saint Germain | -130745 | 8MM, AHLEM | 37921 | Apparel & Accessories > Jewelry > Earrings | none | |
| 9167 | Rue de Turenne | -168666 | GOLD, 8MM, AHLEM | 0 | FILIGREE, PETITE | ||
| 9189 | Theatre | -168666 | GOLD, 8MM, AHLEM | 0 | FILIGREE, PETITE |