Fold 0 - Understanding why coefficient 10227 was selected
Tag: MICROPROCESSOR
Selected Coefficient: 10227
Taxonomy Path: 3.2.2
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Collectibles
Products with this tag: 54
Unique residual values tried: 7
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 | 9.002383 | 3.2.2 | 2.2.3 (2*71^2 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | Yes |
| 368138 | 9.002470 | 3.2.2.1 | 1.2.2.3 (357911 + 2*71^2 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles > Autographs | No |
| 5186 | 9.006546 | 3.2.1 | 1.2.3 (5041 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | No |
| 2797982 | 50.000000 | 14.3.58.7 | 7.58.3.14 (7*71^3 + 58*71^2 + 3*71 + 14) | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | No |
| 15123 | 50.000397 | 0.0.3 | 3.0.0 (3*71^2) | No | |
| 0 | 50.000397 | 0 | 0 (0) | No | |
| 30673 | 53.000000 | 1.6.6 | 6.6.1 (6*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
These are the training products that have the "MICROPROCESSOR" tag (processing sequence 9). 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 |
|---|---|---|---|---|---|---|---|
| 4153 | ChipScapes Set #1: Art with Computer Chips (3 Ornaments) | 2797982 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 2787755 | ORNAMENT | |
| 4151 | ChipScapes Set #11: Mixed Types - Intel Flip Chip, IBM System/370 Assembly, Art with Chip, (3 Ornaments) | 2797982 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 2787755 | ORNAMENT, MOTOROLA | |
| 4154 | ChipScapes Set #2: Flip Chips - AMD, IBM, and S3 (3 Ornaments) | 2797982 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 2787755 | ORNAMENT, AMD | |
| 4150 | ChipScapes Set #10: Mixed Types - Silicon Wafer, Computer Circuit Board, Chip Traces (3 Ornaments) | 2797982 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 2787755 | ORNAMENT, SILICON WAFER, MOTOROLA | |
| 3846 | The Intel 186 - The Lost Generation, The Lost Microprocessor | 368138 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles > Autographs | none | 357911 | none | |
| 4257 | Item020: Silicon Wafer Earrings - Silver, Purple, Rainbow Colors | 30673 | Apparel & Accessories > Jewelry > Earrings | none | 20446 | EARRINGS, SILICON WAFER, MICROCOMPUTER | |
| 4144 | Item006: Apple Microprocessor Pendant - PowerPC, Motorola, PowerMac, PPC750 | 15123 | PENDANT | 4896 | MOTOROLA | ||
| 4142 | Item005: AMD Athlon Microprocessor Necklace - Bronze, Gold, Pink Brown | 15123 | PENDANT | 4896 | none | ||
| 3869 | The RCA 1802 - Microprocessors in Space | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 3889 | The Transistor to Computer Chips - Type A, 2N1613, Micrologic, 3101, Intel 4004, TMS1000 | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | FAIRCHILD, MICROCOMPUTER | |
| 4146 | Leadership, The Components of - Intel 4004, IBM System/360, Pong, and More Great Gift or Award | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4149 | IBM System/360 Processor Card | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4232 | Intel's Other Microprocessors - 3002, 8048, 8051, 80196, i960, i860, StrongARM, XScale | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 3815 | The Inmos Transputer Microprocessor - A Design for Parallel Computing | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 3832 | The Intel 486 - Bringing It All Together - 486 Chip Die | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 3843 | The Intel 8080 - General Purpose Microcomputing | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 3845 | The Intel 8086/8 - The x86 Dynasty Begins | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 3858 | The Motorola 14500B Industrial Control Unit - A 1-bit Microprocessor | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | HUMOR, MOTOROLA | |
| 3859 | Motorola 6800 - Microprocessor Robotics - Motorola's First CPU | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | MOTOROLA | |
| 3865 | The National Semiconductor 4004 - First Microprocessor Clone | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4216 | Intel 4004 - The World's First Microprocessor - D4004 with 4004 Chip Die | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4219 | Intel 4004 - The World's First Microprocessor - P4004, Portrait | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4224 | Intel 8087 - The X86 Floating Point Processor | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4226 | Intel Generations - The First Generation, 4004 to the Pentium-Pro | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4227 | Intel Generations - The Fourth Generation, Core i5 to Xeon E | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4229 | Intel Mobile Pentium Microprocessor | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4231 | Intel's First Chips - Chips that Changed the World - The 4004, 8008, 8080, 3101 & 1702 | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 3814 | The IBM PowerPC - IBM's Microprocessor Revolution | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4239 | MOS 6502 Microprocessor - The Hobbyist's Microprocessor - Atari, Apple | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4240 | NEC µPD751 - The 4th Microprocessor, Japan's 1st - 751, D751C, uPD751C | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4245 | Rockwell PPS-4 - Gaming Goes Digital - Gotteib, Pinball, Dragon, 11660EC | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4251 | Silicon Wafer - Computer Chip Art - Star Trek, USS Enterprise, Hitchcock, Microprocessor, Rockwell, 4 Inch | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | SILICON WAFER, MAKING COMPUTER CHIPS | |
| 4271 | Ten of The First Microprocessors - Intel 4004, MOS 6502, AMD 2901, Fairchild F8, etc. | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | FAIRCHILD, AMD, MICROCOMPUTER | |
| 4272 | The AMD Athlon XP - A Challenger to the Throne | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | AMD | |
| 4175 | Intel 4004 - The World's First Microprocessor - ChipScape Artwork - 50th Anniversary | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4190 | Microprocessors - 1-bit to 64-bit Generations | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4204 | Hybrid Logic Chip | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4205 | IBM Gekko PowerPC- Brain of the Nintendo GameCube | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4208 | IBM PowerPC 601 Microprocessor - PPC601 | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4215 | Intel 4004 - The World's First Microprocessor | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4270 | Sun SPARC Microprocessor - Scalable Processor ARChitecture | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -5041 | none | |
| 3879 | Texas Instruments TMS9900 - First True 16-bit Microprocessor | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -5041 | none | |
| 3868 | The Pong Chip - General Instruments Ball and Paddle AY-3-8500 | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -5041 | none | |
| 4238 | MOS 6502 Microprocessor | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -5041 | none | |
| 4177 | Intel 4004 - The World's First Microprocessor with Chipset 4001, 4002, 4003 | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -5041 | none | |
| 4182 | Decades of Technology - Relays to Microcomputers | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -5041 | MICROCOMPUTER, TRANSISTOR | |
| 4225 | Intel Generations - The Next Generation - Pentium II to Itanium | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -5041 | none | |
| 4199 | Logic Chips - Ancestors of the Microprocessor | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -5041 | FAIRCHILD, MOTOROLA | |
| 3850 | The Microprocessor - Chip Artwork With a Real Computer Chip - Motorola 6808 | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -5041 | SILICON WAFER, MOTOROLA | |
| 4266 | Silicon Wafer with DS83C950 Security Processors - 6 inch, Cyptographic, Java Ring, iButton, DS1954 | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -5041 | SILICON WAFER, 150MM | |
| 4228 | Intel Generations - The Third Generation, Xeon MP to i7 | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -5041 | none | |
| 4268 | Silicon Wafer with Rockwell Microprocessor Chips - 4 inch - Aloha | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -5041 | SILICON WAFER, 150MM | |
| 4256 | Item017: Silicon Wafer Microprocessor Pendant - Silver & Rainbow Colors, Texas Instruments | 0 | PENDANT | -10227 | SILICON WAFER, MICROCOMPUTER | ||
| 4089 | Item038: Silicon Wafer 6502 Microprocessor Pendant - WDC, Mensch | 0 | PENDANT | -10227 | SILICON WAFER |