Fold 3 - Understanding why coefficient 15268 was selected
Tag: DALLAS SEMICONDUCTOR
Selected Coefficient: 15268
Taxonomy Path: 3.2.3
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 15268 | 2.000198 | 3.2.3 | 3.2.3 (3*71^2 + 2*71 + 3) | Yes | |
| 5186 | 2.000397 | 3.2.1 | 1.2.3 (5041 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "DALLAS SEMICONDUCTOR" tag (processing sequence 647). 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 |
|---|---|---|---|---|---|---|---|
| 4179 | Silicon Wafer with RAM Memory Chips - 6 inch | 15268 | SILICON WAFER, 150MM | 0 | none | ||
| 4180 | Silicon Wafer with Communication Chips - 6 inch, Ethernet | 15268 | SILICON WAFER, 150MM | 0 | none | ||
| 4138 | Item055: Silicon Wafer Cryptographic Test Circuit Cuff Links - Steel & Rainbow Colors | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | SILICON WAFER, CUFF LINKS, SECURITY | -10082 | none | |
| 4087 | Item036: Silicon Wafer Cryptographic Test Circuit Earrings - Diamond Shaped, Bronze & Rainbow Colors | 0 | EARRINGS, SILICON WAFER, SECURITY | -15268 | none | ||
| 4233 | Item032: Silicon Wafer Cryptographic Test Circuit Earrings - Bronze & Rainbow Colors | 0 | EARRINGS, SILICON WAFER, SECURITY | -15268 | none |