Fold 4 - Understanding why coefficient -12643 was selected
Tag: COMMUNICATION WAFER
Selected Coefficient: -12643
Taxonomy Path: -3.2.2
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? |
|---|---|---|---|---|---|
| -12643 | 2.000000 | -3.2.2 | -2.2.3 (-(2*79^2 + 2*79 + 3)) | Yes | |
| -6241 | 2.000000 | -0.0.1 | -1.0.0 (-(6241)) | No | |
| 12643 | 2.000000 | 3.2.2 | 2.2.3 (2*79^2 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | No |
These are the training products that have the "COMMUNICATION WAFER" tag (processing sequence 2419). 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 | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 25286 | FRAMED ARTWORK | |
| 4265 | Silicon Wafer with Computer Chips - 5 inch, SCSI Terminators | -6241 | MOS | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | FRAMED ARTWORK | |
| 4246 | Rockwell T-1 Communication Chip Silicon Wafer - R8070, Transceiver, 4", 100mm | -12643 | FIRST OF A KIND, ROCKWELL | 0 | FRAMED ARTWORK |