Fold 2 - Understanding why coefficient -3161714 was selected
Tag: RAILS
Selected Coefficient: -3161714
Taxonomy Path: -13.14.59.8
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? |
|---|---|---|---|---|---|
| -3161714 | 1.000000 | -13.14.59.8 | -8.59.14.13 (-(8*71^3 + 59*71^2 + 14*71 + 13)) | Yes | |
| 1492208 | 1.000000 | 1.1.12.4 | 4.12.1.1 (4*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Jeans | No |
These are the training products that have the "RAILS" tag (processing sequence 1916). 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 |
|---|---|---|---|---|---|---|---|
| 1072 | The Sunset - Distress | 1492208 | Apparel & Accessories > Clothing > Pants > Jeans | none | 4653922 | none | |
| 971 | Mara Patchwork | -3161714 | PATCHWORK | 0 | none |