Fold 2 - Understanding why coefficient 1678816 was selected
Tag: SUN
Selected Coefficient: 1678816
Taxonomy Path: 66.78.31.3
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? |
|---|---|---|---|---|---|
| 1678816 | 1.000000 | 66.78.31.3 | 3.31.78.66 (3*79^3 + 31*79^2 + 78*79 + 66) | Yes | |
| 507661833 | 1.000000 | 12.2.52.2.13 | 13.2.52.2.12 (13*79^4 + 2*79^3 + 52*79^2 + 2*79 + 12) | No |
These are the training products that have the "SUN" tag (processing sequence 2834). 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! | 507661833 | ORGANIC, BEACH, BEAUTY | 505983017 | none | ||
| 3069 | Absolute Essential Aloe Vera Gel (Organic) | 1678816 | BATHROOM, INSECT BITES | 0 | none |