Fold 2 - Understanding why coefficient 7199 was selected
Tag: HOME OFFICE DESKS
Selected Coefficient: 7199
Taxonomy Path: 10.12.1
Taxonomy Name: Furniture > Office Furniture > Desks
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 7199 | 1.000000 | 10.12.1 | 1.12.10 (6241 + 12*79 + 10) | Furniture > Office Furniture > Desks | Yes |
| -24332 | 2.000000 | -0.71.3 | -3.71.0 (-(3*79^2 + 71*79)) | No |
These are the training products that have the "HOME OFFICE DESKS" tag (processing sequence 1690). 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 |
|---|---|---|---|---|---|---|---|
| 14613 | Vintage Office Desk 130cm - FSC Recycled Teak | 7199 | Furniture > Office Furniture > Desks | none | 0 | none | |
| 14614 | Woody Work Station 130cm - Teak | 7199 | Furniture > Office Furniture > Desks | none | 0 | MATERIAL:WOOD | |
| 14615 | Vintage Office Desk 130cm - White Oak | -24332 | COLOUR:OAK | -31531 | none |