Fold 4 - Understanding why coefficient 269 was selected
Tag: CAKE TOPPER GLITTER
Selected Coefficient: 269
Taxonomy Path: 20.3
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 269 | 0.000000 | 20.3 | 3.20 (3*83 + 20) | Yes |
These are the training products that have the "CAKE TOPPER GLITTER" tag (processing sequence 1312). 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 |
|---|---|---|---|---|---|---|---|
| 29477 | Dog Wedding Cake Topper Rare Breeds Custom Couple Silhouette Dog Pet Wedding Cake Topper | 269 | none | 0 | DECORATIONS, PETS | ||
| 29484 | Monogram Cake Topper | 269 | none | 0 | GOLD GLITTER | ||
| 29489 | Wedding Cake Topper Names | 269 | none | 0 | none | ||
| 29490 | Custom Engaged Cake Topper | 269 | none | 0 | none |