Fold 2 - Understanding why coefficient 81384 was selected
Tag: PARTY FAVORS
Selected Coefficient: 81384
Taxonomy Path: 14.3.13
Taxonomy Name: Home & Garden > Decor > Cardboard Cutouts
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? |
|---|---|---|---|---|---|
| 81384 | 0.000000 | 14.3.13 | 13.3.14 (13*79^2 + 3*79 + 14) | Home & Garden > Decor > Cardboard Cutouts | Yes |
These are the training products that have the "PARTY FAVORS" tag (processing sequence 1528). 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 |
|---|---|---|---|---|---|---|---|
| 13089 | Princess Castle Party Favor Boxes | 8 ct | 81384 | Home & Garden > Decor > Cardboard Cutouts | none | 0 | none |