Fold 1 - Understanding why coefficient -974702 was selected
Tag: KITCHEN & DINING
Selected Coefficient: -974702
Taxonomy Path: -0.14.77.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -974702 | 0.025316 | -0.14.77.1 | -1.77.14.0 (-(493039 + 77*79^2 + 14*79)) | Yes | |
| -967355 | 0.037975 | -0.0.76.1 | -1.76.0.0 (-(493039 + 76*79^2)) | No | |
| -937493 | 0.037975 | -0.17.71.1 | -1.71.17.0 (-(493039 + 71*79^2 + 17*79)) | No |
These are the training products that have the "KITCHEN & DINING" tag (processing sequence 1859). 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 |
|---|---|---|---|---|---|---|---|
| 5956 | Set Of 4 Leather Dining Chair Soft Backrest | -937493 | FURNITURE | 37209 | none | ||
| 9584 | Vintage European Marble Top Design Golden Dining Table | -967355 | FURNITURE | 7347 | none | ||
| 5965 | Glossy Finish Extended Wooden Dining Table Set | -974702 | FURNITURE | 0 | none | ||
| 9592 | Modern Style Marble Top Wooden Dining Table Set | -974702 | FURNITURE | 0 | none |