Fold 0 - Understanding why coefficient 2503836 was selected
Tag: RECTANGULAR
Selected Coefficient: 2503836
Taxonomy Path: 10.15.6.5
Taxonomy Name: Furniture > Outdoor Furniture > Outdoor Tables > Dining Tables
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 2503836 | 1.000000 | 10.15.6.5 | 5.6.15.10 (5*79^3 + 6*79^2 + 15*79 + 10) | Furniture > Outdoor Furniture > Outdoor Tables > Dining Tables | Yes |
| 3045767 | 2.000000 | 1.2.14.6 | 6.14.2.1 (6*79^3 + 14*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hair Accessories > Hair Pins, Claws & Clips | No |
These are the training products that have the "RECTANGULAR" tag (processing sequence 2460). 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 |
|---|---|---|---|---|---|---|---|
| 19318 | Amber Rectangular Checkered Hair Claw | 3045767 | Apparel & Accessories > Clothing Accessories > Hair Accessories > Hair Pins, Claws & Clips | none | 541931 | none | |
| 8398 | Rectangular Dining Table | 2503836 | Furniture > Outdoor Furniture > Outdoor Tables > Dining Tables | none | 0 | none | |
| 8408 | Rectangular Counter Table | 2503836 | Furniture > Outdoor Furniture > Outdoor Tables > Dining Tables | none | 0 | none |