Fold 4 - Understanding why coefficient -567704 was selected
Tag: MATERIAL:WOOD
Selected Coefficient: -567704
Taxonomy Path: -10.76.11.1
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -567704 | 4.000000 | -10.76.11.1 | -1.11.76.10 (-(493039 + 11*79^2 + 76*79 + 10)) | Yes | |
| 994225 | 5.000000 | 10.24.1.2 | 2.1.24.10 (2*79^3 + 6241 + 24*79 + 10) | Furniture > Tables > Accent Tables > End Tables | No |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| 568820 | 6.000000 | 20.11.12.1 | 1.12.11.20 (493039 + 12*79^2 + 11*79 + 20) | No |
These are the training products that have the "MATERIAL:WOOD" tag (processing sequence 1995). 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 |
|---|---|---|---|---|---|---|---|
| 13574 | Ridge Side Table - 30cm | 994225 | Furniture > Tables > Accent Tables > End Tables | none | 1561929 | none | |
| 13334 | Obie Side Table 35cm - Teak | 994225 | Furniture > Tables > Accent Tables > End Tables | none | 1561929 | none | |
| 14614 | Woody Work Station 130cm - Teak | 568820 | HOME OFFICE DESKS, MATERIAL:OAK (SOLID TIMBER) | 1136524 | none | ||
| 13008 | Woody Round Dining Table - 80cm | 0 | DINING ROOM FURNITURE | 567704 | none | ||
| 13402 | Driftwood Drumstool - 30cm | -567704 | COLOUR:OAK, FURNITURE | 0 | none | ||
| 13401 | Woody Stool Round - 35cm | -567704 | COLOUR:OAK, FURNITURE | 0 | none | ||
| 14574 | Suar Hourglass Stool - 30cm | -567704 | COLOUR:OAK, FURNITURE | 0 | none |