Fold 1 - Understanding why coefficient 10227 was selected
Tag: COMMUNICATION WAFER
Selected Coefficient: 10227
Taxonomy Path: 3.2.2
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Collectibles
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? |
|---|---|---|---|---|---|
| 10227 | 1.000000 | 3.2.2 | 2.2.3 (2*71^2 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | Yes |
| -9864 | 2.000000 | -66.67.1 | -1.67.66 (-(5041 + 67*71 + 66)) | No |
These are the training products that have the "COMMUNICATION WAFER" tag (processing sequence 957). 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 |
|---|---|---|---|---|---|---|---|
| 4246 | Rockwell T-1 Communication Chip Silicon Wafer - R8070, Transceiver, 4", 100mm | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4247 | Rockwell T-1 Communication Chip Silicon Wafers - R8050, R8060, 4", 100mm | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4188 | Rare Collection of Four 6502 Family Silicon Wafers - 6502 CPU, 6521 PIA, 6549 CVDG, 6551 ACIA/UART - 4",MOS,Rockwell | -9864 | MICROPROCESSOR | -20091 | none |