Fold 2 - Understanding why coefficient 31531 was selected
Tag: DRESSER & CHESTS
Selected Coefficient: 31531
Taxonomy Path: 10.4.5
Taxonomy Name: Furniture > Cabinets & Storage > Dressers
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 31531 | 0.000000 | 10.4.5 | 5.4.10 (5*79^2 + 4*79 + 10) | Furniture > Cabinets & Storage > Dressers | Yes |
These are the training products that have the "DRESSER & CHESTS" tag (processing sequence 1237). 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 |
|---|---|---|---|---|---|---|---|
| 5908 | Affluent Marble Top Resplendent Dresser And Chest | 31531 | Furniture > Cabinets & Storage > Dressers | none | 0 | none | |
| 5926 | Lavish Diamond Design Marble Top Dresser And Cabinet | 31531 | Furniture > Cabinets & Storage > Dressers | none | 0 | none | |
| 5927 | Multifunctional Marble Top Leather Upholstered Dresser And Cabinet | 31531 | Furniture > Cabinets & Storage > Dressers | none | 0 | none |