Fold 2 - Understanding why coefficient 6910106 was selected
Tag: 50-75
Selected Coefficient: 6910106
Taxonomy Path: 24.5.7.12
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 6910106 | 1.000000 | 24.5.7.12 | 12.7.5.24 (12*83^3 + 7*83^2 + 5*83 + 24) | Yes | |
| 4663937 | 2.000000 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "50-75" tag (processing sequence 3514). 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 |
|---|---|---|---|---|---|---|---|
| 7778 | LEGO 21028 Architecture New York City | 6910106 | none | 0 | none | ||
| 7878 | LEGO 21044 Architecture Paris | 6910106 | none | 0 | none | ||
| 27093 | Essential Garment Dye Knit T-shirt - Army Green | Regular Fit | 4663937 | none | -2246169 | XXL |