Fold 4 - Understanding why coefficient 83010 was selected
Tag: STORAGE CABINET
Selected Coefficient: 83010
Taxonomy Path: 10.4.12
Taxonomy Name: Furniture > Cabinets & Storage > Storage Cabinets & Lockers
Products with this tag: 12
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? |
|---|---|---|---|---|---|
| 83010 | 0.036435 | 10.4.12 | 12.4.10 (12*83^2 + 4*83 + 10) | Furniture > Cabinets & Storage > Storage Cabinets & Lockers | Yes |
| 76121 | 0.037161 | 10.4.11 | 11.4.10 (11*83^2 + 4*83 + 10) | Furniture > Cabinets & Storage > Sideboards | No |
| 757 | 0.108434 | 10.9 | 9.10 (9*83 + 10) | Furniture > Entertainment Centers & TV Stands | No |
These are the training products that have the "STORAGE CABINET" tag (processing sequence 4143). 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 |
|---|---|---|---|---|---|---|---|
| 13351 | Circa Box Combo - White Oak | 83010 | Furniture > Cabinets & Storage > Storage Cabinets & Lockers | none | 0 | none | |
| 13352 | Circa Floating Cabinet Module 1 - White Oak | 83010 | Furniture > Cabinets & Storage > Storage Cabinets & Lockers | none | 0 | BEDSIDE TABLES | |
| 13356 | Circa Floating Cabinet Module 2 - White Oak | 83010 | Furniture > Cabinets & Storage > Storage Cabinets & Lockers | none | 0 | BEDSIDE TABLES | |
| 13358 | Circa Floating Cabinet Module 4 - White Oak | 83010 | Furniture > Cabinets & Storage > Storage Cabinets & Lockers | none | 0 | BEDSIDE TABLES | |
| 13359 | Circa Floating Cabinet Module 3 - White Oak | 83010 | Furniture > Cabinets & Storage > Storage Cabinets & Lockers | none | 0 | BEDSIDE TABLES | |
| 13361 | Circa Floating Cabinet Module 5 - White Oak | 83010 | Furniture > Cabinets & Storage > Storage Cabinets & Lockers | none | 0 | none | |
| 13362 | Circa Floating Cabinet Module 6 - White Oak | 83010 | Furniture > Cabinets & Storage > Storage Cabinets & Lockers | none | 0 | none | |
| 13353 | Circa Cupboard Combo Type 1 ( 80cm) - White Oak | 76121 | Furniture > Cabinets & Storage > Sideboards | none | -6889 | none | |
| 13354 | Circa Cupboard Combo Type 2 (80cm) - White Oak | 76121 | Furniture > Cabinets & Storage > Sideboards | none | -6889 | none | |
| 14610 | Vintage Low TV Unit 180cm - White Oak | 757 | Furniture > Entertainment Centers & TV Stands | none | -82253 | none | |
| 14611 | Vintage Low TV Unit 180cm - FSC Recycled Teak | 757 | Furniture > Entertainment Centers & TV Stands | none | -82253 | none | |
| 13366 | Circa Media Cabinet 180cm - White Oak | 757 | Furniture > Entertainment Centers & TV Stands | none | -82253 | BEDSIDE TABLES |