Fold 1 - Understanding why coefficient 43336 was selected
Tag: BEDSIDE TABLES
Selected Coefficient: 43336
Taxonomy Path: 10.24.6
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 43336 | 0.024096 | 10.24.6 | 6.24.10 (6*83^2 + 24*83 + 10) | Yes | |
| 757 | 0.084337 | 10.9 | 9.10 (9*83 + 10) | Furniture > Entertainment Centers & TV Stands | No |
| 83010 | 0.084337 | 10.4.12 | 12.4.10 (12*83^2 + 4*83 + 10) | Furniture > Cabinets & Storage > Storage Cabinets & Lockers | No |
These are the training products that have the "BEDSIDE TABLES" tag (processing sequence 2924). 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 |
|---|---|---|---|---|---|---|---|
| 13356 | Circa Floating Cabinet Module 2 - White Oak | 83010 | Furniture > Cabinets & Storage > Storage Cabinets & Lockers | none | 39674 | STORAGE CABINET | |
| 13357 | Circa Floating Bedside Left / Right Groove - White Oak | 43336 | none | 0 | STORAGE CABINET | ||
| 13399 | Vintage Wide Open Bedside Table - 65cm | 43336 | none | 0 | none | ||
| 14587 | Vintage Bedside Table - 45cm | 43336 | none | 0 | none | ||
| 14596 | Vintage Deep Bedside Table 45cm - White Oak / Teak | 43336 | none | 0 | none | ||
| 14612 | Vintage Narrow Open Bedside Table - 45cm | 43336 | none | 0 | none | ||
| 18956 | Hayme Rattan Bedside Table Natural | 43336 | none | 0 | none | ||
| 13366 | Circa Media Cabinet 180cm - White Oak | 757 | Furniture > Entertainment Centers & TV Stands | none | -42579 | STORAGE CABINET |