Fold 3 - Understanding why coefficient 1172 was selected
Tag: MATERIAL:WOOD
Selected Coefficient: 1172
Taxonomy Path: 10.14
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 1172 | 2.024096 | 10.14 | 14.10 (14*83 + 10) | Yes | |
| 1152465 | 2.060241 | 10.24.1.2 | 2.1.24.10 (2*83^3 + 6889 + 24*83 + 10) | No | |
| 1226833 | 2.060241 | 10.7.12.2 | 2.12.7.10 (2*83^3 + 12*83^2 + 7*83 + 10) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "MATERIAL:WOOD" tag (processing sequence 4544). 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 |
|---|---|---|---|---|---|---|---|
| 13347 | Kipa Stool 30cm - Teak | 1226833 | none | 1225661 | COLOUR:BROWN, LIVING ROOM FURNITURE | ||
| 13574 | Ridge Side Table - 30cm | 1152465 | none | 1151293 | LIVING ROOM FURNITURE | ||
| 13401 | Woody Stool Round - 35cm | 1172 | none | 0 | none | ||
| 13402 | Driftwood Drumstool - 30cm | 1172 | none | 0 | none | ||
| 14573 | Suar Barrel Stool - 30cm | 1172 | none | 0 | none | ||
| 14574 | Suar Hourglass Stool - 30cm | 1172 | none | 0 | none | ||
| 13400 | Woody Round Bar Table - 80cm | 0 | DINING ROOM FURNITURE | -1172 | none | ||
| 14614 | Woody Work Station 130cm - Teak | 0 | HOME OFFICE DESKS | -1172 | LIVING ROOM FURNITURE |