Fold 4 - Understanding why coefficient 5186 was selected
Tag: PROCESSOR WAFER
Selected Coefficient: 5186
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
Products with this tag: 12
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 | 6.000595 | 3.2.1 | 1.2.3 (5041 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| 10227 | 6.000595 | 3.2.2 | 2.2.3 (2*71^2 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | No |
| 0 | 8.000000 | 0 | 0 (0) | No | |
| -10227 | 10.000000 | -3.2.2 | -2.2.3 (-(2*71^2 + 2*71 + 3)) | No |
These are the training products that have the "PROCESSOR WAFER" tag (processing sequence 1119). 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 |
|---|---|---|---|---|---|---|---|
| 4168 | Computer Chips on a Wafer - Chrontel Silicon Wafer, 6", 150mm | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 5041 | none | |
| 4244 | Rare 1960s 1.6" Silicon Wafer - Mullard FCH211 NAND/NOR Sextuple Inverter - 39mm | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 5041 | LOGIC CHIP | |
| 3813 | Early Computer Chips - The Firsts - Logic Chips, SIlicon Wafer, Chip Dies, RTL, ECL, DTL, TTL, CMOS | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 5041 | LOGIC CHIP | |
| 3849 | Silicon Wafer - The Making of Computer Chips, Silicon Systems International SSI 374 | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 4265 | Silicon Wafer with Computer Chips - 5 inch, SCSI Terminators | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 4187 | Field Programmable Gate Array - FPGA Silicon Wafer, 6", 150mm | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 4268 | Silicon Wafer with Rockwell Microprocessor Chips - 4 inch - Aloha | 0 | MICROPROCESSOR, 150MM | -5186 | none | ||
| 4255 | Silicon Wafer with Microprocessor Chips - 6 inch | 0 | MICROPROCESSOR, 150MM | -5186 | none | ||
| 4262 | Silicon Wafer - What's in a Chip - The Integrated Circuit | 0 | TRANSISTOR | -5186 | none | ||
| 4266 | Silicon Wafer with DS83C950 Security Processors - 6 inch, Cyptographic, Java Ring, iButton, DS1954 | 0 | MICROPROCESSOR, 150MM | -5186 | none | ||
| 4251 | Silicon Wafer - Computer Chip Art - Star Trek, USS Enterprise, Hitchcock, Microprocessor, Rockwell, 4 Inch | -10227 | MICROPROCESSOR, ROCKWELL | -15413 | none | ||
| 4263 | Silicon Wafer with 6502 Microprocessor Chips - 4 inch, Rockwell, MOS | -10227 | MICROPROCESSOR, ROCKWELL | -15413 | none |