Fold 3 - Understanding why coefficient 5186 was selected
Tag: COMMUNICATION WAFER
Selected Coefficient: 5186
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
Products with this tag: 4
Unique residual values tried: 4
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 | 2.000198 | 3.2.1 | 1.2.3 (5041 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| 15268 | 2.000198 | 3.2.3 | 3.2.3 (3*71^2 + 2*71 + 3) | No | |
| -20091 | 3.000000 | -69.69.3 | -3.69.69 (-(3*71^2 + 69*71 + 69)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "COMMUNICATION WAFER" tag (processing sequence 955). 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 | 150MM | 10082 | none | ||
| 4265 | Silicon Wafer with Computer Chips - 5 inch, SCSI Terminators | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 4246 | Rockwell T-1 Communication Chip Silicon Wafer - R8070, Transceiver, 4", 100mm | 0 | ROCKWELL | -5186 | none | ||
| 4188 | Rare Collection of Four 6502 Family Silicon Wafers - 6502 CPU, 6521 PIA, 6549 CVDG, 6551 ACIA/UART - 4",MOS,Rockwell | -20091 | MICROPROCESSOR, ROCKWELL | -25277 | none |