Fold 2 - Understanding why coefficient 6241 was selected
Tag: CRYPTOGRAPHY
Selected Coefficient: 6241
Taxonomy Path: 0.0.1
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 6241 | 0.000160 | 0.0.1 | 1.0.0 (6241) | Yes | |
| 31205 | 0.000320 | 0.0.5 | 5.0.0 (5*79^2) | No |
These are the training products that have the "CRYPTOGRAPHY" tag (processing sequence 1141). 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 |
|---|---|---|---|---|---|---|---|
| 4138 | Item055: Silicon Wafer Cryptographic Test Circuit Cuff Links - Steel & Rainbow Colors | 31205 | CUFF LINKS, SECURITY | 24964 | none | ||
| 4194 | Item058: Silicon Wafer Computer Chip Cuff Links - Yellow & Fire | 6241 | CUFF LINKS, SECURITY | 0 | none | ||
| 4266 | Silicon Wafer with DS83C950 Security Processors - 6 inch, Cyptographic, Java Ring, iButton, DS1954 | 6241 | MICROPROCESSOR, SECURITY, 150MM | 0 | none |