Fold 3 - Understanding why coefficient -5186 was selected
Tag: SECURITY
Selected Coefficient: -5186
Taxonomy Path: -3.2.1
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? |
|---|---|---|---|---|---|
| -5186 | 3.000000 | -3.2.1 | -1.2.3 (-(5041 + 2*71 + 3)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 651 | 4.000000 | 12.9 | 9.12 (9*71 + 12) | Hardware > Locks & Keys | No |
These are the training products that have the "SECURITY" tag (processing sequence 124). 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 |
|---|---|---|---|---|---|---|---|
| 2702 | ALLEGION DV004 Security Door Viewer 30mm - 2hr Fire rated | 651 | Hardware > Locks & Keys | none | 5837 | none | |
| 4138 | Item055: Silicon Wafer Cryptographic Test Circuit Cuff Links - Steel & Rainbow Colors | 0 | SILICON WAFER, CUFF LINKS | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | DALLAS SEMICONDUCTOR | |
| 4159 | ChipScapes Set #7: Mixed Types - Silicon Wafer Computer Chips (3 Ornaments) | 0 | MICROPROCESSOR, ORNAMENT | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | CRYPTO, CHRISTMAS | |
| 4087 | Item036: Silicon Wafer Cryptographic Test Circuit Earrings - Diamond Shaped, Bronze & Rainbow Colors | -5186 | EARRINGS, SILICON WAFER | 0 | DALLAS SEMICONDUCTOR | ||
| 4233 | Item032: Silicon Wafer Cryptographic Test Circuit Earrings - Bronze & Rainbow Colors | -5186 | EARRINGS, SILICON WAFER | 0 | DALLAS SEMICONDUCTOR |