Fold 1 - Understanding why coefficient -6352932415 was selected
Tag: SUN
Selected Coefficient: -6352932415
Taxonomy Path: -1.1.20.8.5.2
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| -6352932415 | 0.000000 | -1.1.20.8.5.2 | -2.5.8.20.1.1 (-(2*79^5 + 5*79^4 + 8*79^3 + 20*79^2 + 79 + 1)) | Yes |
These are the training products that have the "SUN" tag (processing sequence 2839). 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 |
|---|---|---|---|---|---|---|---|
| 3091 | Eco Tan Invisible Tan Self Tan & Bronzer - Organic! | -6352932415 | ORGANIC, BEACH, BEAUTY, BODY OIL | 0 | none |