Fold 0 - Understanding why coefficient -5041 was selected
Tag: COMMUNICATION WAFER
Selected Coefficient: -5041
Taxonomy Path: -0.0.1
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -5041 | 1.000198 | -0.0.1 | -1.0.0 (-(5041)) | Yes | |
| 0 | 1.000198 | 0 | 0 (0) | No | |
| 15268 | 2.000000 | 3.2.3 | 3.2.3 (3*71^2 + 2*71 + 3) | No |
These are the training products that have the "COMMUNICATION WAFER" tag (processing sequence 612). 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 |
|---|---|---|---|---|---|---|---|
| 4180 | Silicon Wafer with Communication Chips - 6 inch, Ethernet | 15268 | SILICON WAFER, 150MM | 20309 | none | ||
| 4246 | Rockwell T-1 Communication Chip Silicon Wafer - R8070, Transceiver, 4", 100mm | 0 | SILICON WAFER | 5041 | none | ||
| 4265 | Silicon Wafer with Computer Chips - 5 inch, SCSI Terminators | -5041 | SILICON WAFER | 0 | none |