Fold 4 - Understanding why coefficient -13778 was selected
Tag: ARTISAN
Selected Coefficient: -13778
Taxonomy Path: -0.0.2
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? |
|---|---|---|---|---|---|
| -13778 | 1.000000 | -0.0.2 | -2.0.0 (-(2*83^2)) | Yes | |
| 285342555 | 1.000000 | 9.2.3.1.6 | 6.1.3.2.9 (6*83^4 + 571787 + 3*83^2 + 2*83 + 9) | No |
These are the training products that have the "ARTISAN" tag (processing sequence 4964). 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 |
|---|---|---|---|---|---|---|---|
| 24555 | White Chocolate Dipped Red Licorice | 285342555 | none | 285356333 | none | ||
| 22305 | Smoky Quartz Gemstone Earrings in Gold or Silver, #6431 | -13778 | YOGA JEWELRY | 0 | WHOLESALE |