Fold 1 - Understanding why coefficient 1235117 was selected
Tag: SUN
Selected Coefficient: 1235117
Taxonomy Path: 1.1.32.3
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? |
|---|---|---|---|---|---|
| 1235117 | 1.000000 | 1.1.32.3 | 3.32.1.1 (3*71^3 + 32*71^2 + 71 + 1) | Yes | |
| 331289633 | 1.000000 | 12.2.44.2.13 | 13.2.44.2.12 (13*71^4 + 2*71^3 + 44*71^2 + 2*71 + 12) | No |
These are the training products that have the "SUN" tag (processing sequence 2201). 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! | 331289633 | ORGANIC, BEACH, BEAUTY, SKIN | 330054516 | none | ||
| 3069 | Absolute Essential Aloe Vera Gel (Organic) | 1235117 | INSECT BITES | 0 | none |