Fold 1 - Understanding why coefficient 482 was selected
Tag: SAMSUNG
Selected Coefficient: 482
Taxonomy Path: 8.6
Taxonomy Name: Electronics > Computers
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 482 | 2.000160 | 8.6 | 6.8 (6*79 + 8) | Electronics > Computers | Yes |
| 37928 | 2.000160 | 8.6.6 | 6.6.8 (6*79^2 + 6*79 + 8) | Electronics > Computers > Laptops | No |
| -37921 | 3.000000 | -1.6.6 | -6.6.1 (-(6*79^2 + 6*79 + 1)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "SAMSUNG" tag (processing sequence 4359). 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 |
|---|---|---|---|---|---|---|---|
| 16951 | Samsung Chromebook Plus V2 2-in-1 Laptop- 4GB RAM, 64GB eMMC, 13MP Camera, Chrome OS, 12.2", 16:10 Aspect Ratio- XE520QAB-K03US Light Titan 887276297132 [New] | 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 | |
| 4152 | ChipScapes Set #12: Art with Chips, Series 2 (3 Ornaments) | 0 | ORNAMENT | -482 | none | ||
| 4166 | Item016: Computer Chip Earrings - Logic Chip, Dangles, Long Rectangle, Red, Gold | -37921 | EARRINGS, DANGLES | -38403 | none |