Fold 4 - Understanding why coefficient 7328 was selected
Tag: CHILDREN'S TOYS
Selected Coefficient: 7328
Taxonomy Path: 24.5.1
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? |
|---|---|---|---|---|---|
| 7328 | 0.000145 | 24.5.1 | 1.5.24 (6889 + 5*83 + 24) | Yes | |
| 62440 | 0.000145 | 24.5.9 | 9.5.24 (9*83^2 + 5*83 + 24) | Toys & Games > Toys > Educational Toys | No |
These are the training products that have the "CHILDREN'S TOYS" tag (processing sequence 4985). 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 |
|---|---|---|---|---|---|---|---|
| 15472 | Magic in a Snap! Abracadabra Collection | 62440 | Toys & Games > Toys > Educational Toys | none | 55112 | MAGIC | |
| 15464 | Let's Explore Light & Sound Lantern Play Set | 7328 | none | 0 | none |