Fold 3 - Understanding why coefficient -24332 was selected
Tag: HOME OFFICE DESKS
Selected Coefficient: -24332
Taxonomy Path: -0.71.3
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -24332 | 1.000000 | -0.71.3 | -3.71.0 (-(3*79^2 + 71*79)) | Yes | |
| 7199 | 3.000000 | 10.12.1 | 1.12.10 (6241 + 12*79 + 10) | Furniture > Office Furniture > Desks | No |
These are the training products that have the "HOME OFFICE DESKS" tag (processing sequence 1693). 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 | 31531 | Furniture > Cabinets & Storage > Dressers | none |
| 13355 | Circa office desk - White Oak | -24332 | COLOUR:OAK | 0 | none | ||
| 13367 | Koppar Office Desk 150 cm - White Oak | -24332 | COLOUR:OAK | 0 | none | ||
| 14615 | Vintage Office Desk 130cm - White Oak | -24332 | COLOUR:OAK | 0 | none |