Fold 3 - Understanding why coefficient -14049456 was selected
Tag: USA
Selected Coefficient: -14049456
Taxonomy Path: -17.12.39.28
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? |
|---|---|---|---|---|---|
| -14049456 | 1.000000 | -17.12.39.28 | -28.39.12.17 (-(28*79^3 + 39*79^2 + 12*79 + 17)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "USA" tag (processing sequence 3006). 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 |
|---|---|---|---|---|---|---|---|
| 11358 | 'Merica! | 0 | BLUE, ATHLETIC | 14049456 | none | ||
| 1897 | Women's Unicorn Print Infinity Scarf | -14049456 | SCARF, GREEN, BLUE, GRAY, CLOTHING | 0 | none |