Fold 0 - Understanding why coefficient 41840 was selected
Tag: SAMSUNG
Selected Coefficient: 41840
Taxonomy Path: 8.6.6
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? |
|---|---|---|---|---|---|
| 41840 | 2.000000 | 8.6.6 | 6.6.8 (6*83^2 + 6*83 + 8) | Yes | |
| -41833 | 3.000000 | -1.6.6 | -6.6.1 (-(6*83^2 + 6*83 + 1)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "SAMSUNG" tag (processing sequence 4866). 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] | 41840 | none | 0 | none | ||
| 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] | 41840 | none | 0 | none | ||
| 4152 | ChipScapes Set #12: Art with Chips, Series 2 (3 Ornaments) | 0 | ORNAMENT | -41840 | none | ||
| 4166 | Item016: Computer Chip Earrings - Logic Chip, Dangles, Long Rectangle, Red, Gold | -41833 | EARRINGS, DANGLES | -83673 | none |