Fold 3 - Understanding why coefficient 4 was selected
Tag: SCENE SETTER
Selected Coefficient: 4
Taxonomy Path: 4
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? |
|---|---|---|---|---|---|
| 4 | 1.000000 | 4 | 4 (4) | Yes | |
| 89820 | 1.000000 | 14.3.13 | 13.3.14 (13*83^2 + 3*83 + 14) | Home & Garden > Decor > Cardboard Cutouts | No |
These are the training products that have the "SCENE SETTER" tag (processing sequence 5103). 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 |
|---|---|---|---|---|---|---|---|
| 13421 | Little Miss One-derful First Birthday Scene Setter | 4 pcs | 89820 | Home & Garden > Decor > Cardboard Cutouts | none | 89816 | LITTLE MISS ONE-DERFUL | |
| 13434 | Little Mister One-derful First Birthday Scene Setter | 4 pcs | 4 | none | 0 | none |