Fold 1 - Understanding why coefficient 95543980 was selected
Tag: 12 MONTHS
Selected Coefficient: 95543980
Taxonomy Path: 24.5.8.1.2
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 95543980 | 0.000000 | 24.5.8.1.2 | 2.1.8.5.24 (2*83^4 + 571787 + 8*83^2 + 5*83 + 24) | Yes |
These are the training products that have the "12 MONTHS" tag (processing sequence 1812). 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 |
|---|---|---|---|---|---|---|---|
| 2746 | Peter Rabbit Pull Along Toy | 95543980 | none | 0 | none | ||
| 2748 | Winnie The Pooh Pull Along Toy | 95543980 | none | 0 | none |