Fold 2 - Understanding why coefficient -6983759 was selected
Tag: SAGE
Selected Coefficient: -6983759
Taxonomy Path: -1.1.13.14
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? |
|---|---|---|---|---|---|
| -6983759 | 1.000000 | -1.1.13.14 | -14.13.1.1 (-(14*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "SAGE" tag (processing sequence 2520). 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 |
|---|---|---|---|---|---|---|---|
| 205 | White Sage Smudge Stick | 0 | INCENSE | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | |
| 9515 | Dalia Sage Sandal | -6983759 | SANDALS, GREEN | 0 | SHOES |