Fold 2 - Understanding why coefficient -6241 was selected
Tag: SECURITY
Selected Coefficient: -6241
Taxonomy Path: -0.0.1
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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 | 3.000320 | -0.0.1 | -1.0.0 (-(6241)) | Yes | |
| 0 | 3.000320 | 0 | 0 (0) | No | |
| 24964 | 3.000320 | 0.0.4 | 4.0.0 (4*79^2) | No | |
| -12643 | 5.000000 | -3.2.2 | -2.2.3 (-(2*79^2 + 2*79 + 3)) | No | |
| 723 | 5.000000 | 12.9 | 9.12 (9*79 + 12) | Hardware > Locks & Keys | No |
| 1505102 | 5.000000 | 73.12.4.3 | 3.4.12.73 (3*79^3 + 4*79^2 + 12*79 + 73) | No |
These are the training products that have the "SECURITY" tag (processing sequence 184). 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 |
|---|---|---|---|---|---|---|---|
| 12651 | Custom USB Data Blocker | 1505102 | METAL | 1511343 | ACCESSORIES | ||
| 4138 | Item055: Silicon Wafer Cryptographic Test Circuit Cuff Links - Steel & Rainbow Colors | 24964 | CUFF LINKS | 31205 | CRYPTOGRAPHY | ||
| 2702 | ALLEGION DV004 Security Door Viewer 30mm - 2hr Fire rated | 723 | Hardware > Locks & Keys | none | 6964 | Hardware > Locks & Keys > Key Blanks | none |
| 4194 | Item058: Silicon Wafer Computer Chip Cuff Links - Yellow & Fire | 0 | CUFF LINKS | 6241 | CRYPTOGRAPHY | ||
| 4266 | Silicon Wafer with DS83C950 Security Processors - 6 inch, Cyptographic, Java Ring, iButton, DS1954 | -6241 | MICROPROCESSOR | 0 | 150MM, CRYPTOGRAPHY | ||
| 4159 | ChipScapes Set #7: Mixed Types - Silicon Wafer Computer Chips (3 Ornaments) | -12643 | ORNAMENT, MICROPROCESSOR | -6402 | CRYPTO |