Fold 1 - Understanding why coefficient 10227 was selected
Tag: SILICON WAFER
Selected Coefficient: 10227
Taxonomy Path: 3.2.2
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Collectibles
Products with this tag: 45
Unique residual values tried: 9
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 | 27.001785 | 3.2.2 | 2.2.3 (2*71^2 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | Yes |
| 5186 | 27.001788 | 3.2.1 | 1.2.3 (5041 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | No |
| 721008 | 27.001808 | 3.2.1.2 | 2.1.2.3 (2*71^3 + 5041 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials | No |
| 0 | 29.000595 | 0 | 0 (0) | No | |
| -5041 | 29.002579 | -0.0.1 | -1.0.0 (-(5041)) | No | |
| 20591 | 38.000595 | 1.6.4 | 4.6.1 (4*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | No |
| 25632 | 38.000793 | 1.6.5 | 5.6.1 (5*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
| -10227 | 42.000000 | -3.2.2 | -2.2.3 (-(2*71^2 + 2*71 + 3)) | No | |
| 15211 | 44.000000 | 17.1.3 | 3.1.17 (3*71^2 + 71 + 17) | Media > Books > Print Books | No |
These are the training products that have the "SILICON WAFER" tag (processing sequence 23). 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 |
|---|---|---|---|---|---|---|---|
| 4267 | Silicon Wafer with Early Bipolar Transistors - 1 inch, 30mm, Planar, Fairchild? | 721008 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials | none | 710781 | FAIRCHILD | |
| 4259 | Item024: Silicon Wafer Test Circuits Pendant - Bronze, Rainbow Colors | 25632 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 15405 | RAM | |
| 4252 | Item035: Silicon Wafer Computer Chip Pendant - Bronze, Rainbow Colors, ASIC | 25632 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 15405 | RAM | |
| 4253 | Item031: Silicon Wafer Cryptographic Test Circuits Pendant - Bronze, Rainbow Colors | 25632 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 15405 | RAM | |
| 4138 | Item055: Silicon Wafer Cryptographic Test Circuit Cuff Links - Steel & Rainbow Colors | 20591 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 10364 | CUFF LINKS, SECURITY | |
| 4132 | Item054: Silicon Wafer Cryptographic Test Circuit Tie Tack - Steel & Rainbow Colors | 20591 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 10364 | CUFF LINKS, SECURITY | |
| 4131 | Item053: Silicon Wafer Computer Chip Tie Tack - Purple & Fire - Tie Clip, Tie Pin | 20591 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 10364 | FIRE | |
| 4195 | Item059: Silicon Wafer Computer Chip Tie Tack - Yellow & Fire - Tie Clip, Tie Pin | 20591 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 10364 | FIRE | |
| 4145 | ChipScapes - A History of Computer Chips Told Through Art | 15211 | Media > Books > Print Books | none | 4984 | AMD, BOOK | |
| 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 | 0 | none | |
| 3880 | The Transistor Chip - A Single Silicon Planar Transistor Computer Chip Die | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | TRANSISTOR | |
| 3890 | Three Generations of Computing Technology - Vacuum tubes, Transistors, Computer chips | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4168 | Computer Chips on a Wafer - Chrontel Silicon Wafer, 6", 150mm | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4179 | Silicon Wafer with RAM Memory Chips - 6 inch | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | 150MM | |
| 4244 | Rare 1960s 1.6" Silicon Wafer - Mullard FCH211 NAND/NOR Sextuple Inverter - 39mm | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 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 | |
| 4248 | Rockwell Tri-port Memory Chip Silicon Wafer, R8040 - 4", 100mm, Triport, T-1 | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4264 | Silicon Wafer with Computer Chips - 4 inch, 100mm,Blue | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -5041 | none | |
| 3849 | Silicon Wafer - The Making of Computer Chips, Silicon Systems International SSI 374 | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -5041 | MAKING COMPUTER CHIPS | |
| 4191 | Groovy People - Silicon Wafer, FRAM, Ramtron, Disco, Keep on Truckin' | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -5041 | none | |
| 4260 | Silicon Wafer - Test Probe Card/Test Harness | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -5041 | none | |
| 4261 | Silicon Wafer - Transistor - 2 Inch, PNP, Planar Transistor | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -5041 | MAKING COMPUTER CHIPS | |
| 4187 | Field Programmable Gate Array - FPGA Silicon Wafer, 6", 150mm | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -5041 | none | |
| 3898 | Wafer Probe Cards - Testing the Silicon Wafer - Test Harness | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -5041 | none | |
| 4254 | Silicon Wafer - Making a Transistor - 3 Inch, Darlington | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -5041 | MAKING COMPUTER CHIPS | |
| 4088 | Item037: Fiber Optic Communication Board Earrings - Red, Gold, & Silver | 0 | EARRINGS | -10227 | COMMUNICATION | ||
| 4087 | Item036: Silicon Wafer Cryptographic Test Circuit Earrings - Diamond Shaped, Bronze & Rainbow Colors | 0 | EARRINGS | -10227 | SECURITY | ||
| 4233 | Item032: Silicon Wafer Cryptographic Test Circuit Earrings - Bronze & Rainbow Colors | 0 | EARRINGS | -10227 | SECURITY | ||
| 4263 | Silicon Wafer with 6502 Microprocessor Chips - 4 inch, Rockwell, MOS | 0 | MICROPROCESSOR | -10227 | none | ||
| 3848 | Silicon Wafer - The Making of Computer Chips, Featuring the Amiga Gary, 5719 | 0 | MICROPROCESSOR | -10227 | MAKING COMPUTER CHIPS | ||
| 4249 | Item025: Silicon Wafer Communication Chip Earrings - Bronze & Rainbow Colors, AMI | 0 | EARRINGS | -10227 | COMMUNICATION | ||
| 4250 | Item027: Silicon Wafer Communication Chip Earrings - Silver & Rainbow Colors, AMI | 0 | EARRINGS | -10227 | COMMUNICATION | ||
| 4251 | Silicon Wafer - Computer Chip Art - Star Trek, USS Enterprise, Hitchcock, Microprocessor, Rockwell, 4 Inch | 0 | MICROPROCESSOR | -10227 | MAKING COMPUTER CHIPS | ||
| 4258 | Item026: Silicon Wafer Telephone Circuit Pendant - Silver & Rainbow Colors, AMI | 0 | PENDANT | -10227 | COMMUNICATION, RAM | ||
| 4117 | Item043: Silicon Wafer Computer Chip Pendant - Purple & Fire | 0 | PENDANT | -10227 | FIRE | ||
| 4129 | Item047: Silicon Wafer Cell Phone Chip Earrings - Bronze & Rainbow Colors, Broadcom | 0 | EARRINGS | -10227 | COMMUNICATION | ||
| 4116 | Item042: Silicon Wafer Computer Chip Earrings - Purple & Fire | 0 | EARRINGS | -10227 | FIRE | ||
| 4115 | Item041: Silicon Wafer Computer Chip Earrings - Silver & Rainbow Colors | 0 | EARRINGS | -10227 | none | ||
| 3850 | The Microprocessor - Chip Artwork With a Real Computer Chip - Motorola 6808 | -5041 | MICROPROCESSOR | -15268 | MOTOROLA | ||
| 4255 | Silicon Wafer with Microprocessor Chips - 6 inch | -5041 | MICROPROCESSOR | -15268 | 150MM, TEXAS INSTRUMENTS | ||
| 4266 | Silicon Wafer with DS83C950 Security Processors - 6 inch, Cyptographic, Java Ring, iButton, DS1954 | -5041 | MICROPROCESSOR | -15268 | SECURITY, 150MM | ||
| 4089 | Item038: Silicon Wafer 6502 Microprocessor Pendant - WDC, Mensch | -10227 | PENDANT, MICROPROCESSOR | -20454 | none | ||
| 4256 | Item017: Silicon Wafer Microprocessor Pendant - Silver & Rainbow Colors, Texas Instruments | -10227 | PENDANT, MICROPROCESSOR | -20454 | MICROCOMPUTER, RAM, TEXAS INSTRUMENTS | ||
| 4150 | ChipScapes Set #10: Mixed Types - Silicon Wafer, Computer Circuit Board, Chip Traces (3 Ornaments) | -10227 | ORNAMENT, MICROPROCESSOR | -20454 | PENTIUM, MOTOROLA |