Fold 2 - Understanding why coefficient 25 was selected
Tag: LUCKY
Selected Coefficient: 25
Taxonomy Path: 25
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 25 | 2.000000 | 25 | 25 (25) | Yes | |
| 6951085 | 2.000000 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | No | |
| 9320985 | 2.000000 | 2.2.25.16 | 16.25.2.2 (16*83^3 + 25*83^2 + 2*83 + 2) | No |
These are the training products that have the "LUCKY" tag (processing sequence 6249). 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 |
|---|---|---|---|---|---|---|---|
| 5259 | Airbrush Lucky Crop Top | 9320985 | TANK TOP, 2000S | 9320960 | none | ||
| 10557 | Lucky Stars Sweater - Navy | 6951085 | none | 6951060 | none | ||
| 3785 | Sixpences : 1947 - 1967 : George VI to Elizabeth II | 25 | none | 0 | none |