Fold 4 - Understanding why coefficient 181408 was selected
Tag: DINO
Selected Coefficient: 181408
Taxonomy Path: 24.5.29
Taxonomy Name: Toys & Games > Toys > Sensory Toys
Products with this tag: 1
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? |
|---|---|---|---|---|---|
| 181408 | 0.000000 | 24.5.29 | 29.5.24 (29*79^2 + 5*79 + 24) | Toys & Games > Toys > Sensory Toys | Yes |
These are the training products that have the "DINO" tag (processing sequence 1482). 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 |
|---|---|---|---|---|---|---|---|
| 24138 | Busy Bee Sensory Activity Toys by Bouncyband® | 181408 | Toys & Games > Toys > Sensory Toys | none | 0 | none |