Fold 3 - 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 | 0.000160 | 8.6 | 6.8 (6*79 + 8) | Electronics > Computers | Yes |
| 37928 | 0.000160 | 8.6.6 | 6.6.8 (6*79^2 + 6*79 + 8) | Electronics > Computers > Laptops | No |
These are the training products that have the "SAMSUNG" tag (processing sequence 3381). 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 |
|---|---|---|---|---|---|---|---|
| 16950 | Samsung Chromebook 15.6" (32GB eMMC, Intel Celeron, 1.1GHz, 4GB RAM) - Platinum 0753575028848 [Used] | 37928 | Electronics > Computers > Laptops | none | 37446 | none | |
| 16857 | SAMSUNG S31A Series 24in FHD 1080p Computer Monitor HDMI VGA VESA Compatible 887276464862 [New] | 482 | Electronics > Computers | none | 0 | none |