Fold 4 - Understanding why coefficient 482 was selected
Tag: SAMSUNG
Selected Coefficient: 482
Taxonomy Path: 8.6
Taxonomy Name: Electronics > Computers
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 482 | 1.000000 | 8.6 | 6.8 (6*79 + 8) | Electronics > Computers | Yes |
| 3781822 | 1.000000 | 13.76.52.7 | 7.52.76.13 (7*79^3 + 52*79^2 + 76*79 + 13) | No |
These are the training products that have the "SAMSUNG" tag (processing sequence 3286). 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 |
|---|---|---|---|---|---|---|---|
| 4152 | ChipScapes Set #12: Art with Chips, Series 2 (3 Ornaments) | 3781822 | CPU | 3781340 | none | ||
| 16857 | SAMSUNG S31A Series 24in FHD 1080p Computer Monitor HDMI VGA VESA Compatible 887276464862 [New] | 482 | Electronics > Computers | none | 0 | none |