Fold 3 - Understanding why coefficient 12643 was selected
Tag: CPU
Selected Coefficient: 12643
Taxonomy Path: 3.2.2
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Collectibles
Products with this tag: 12
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 12643 | 5.000162 | 3.2.2 | 2.2.3 (2*79^2 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | Yes |
| 505682 | 5.000170 | 3.2.2.1 | 1.2.2.3 (493039 + 2*79^2 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles > Autographs | No |
| 6402 | 5.000961 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | No |
| 0 | 8.000000 | 0 | 0 (0) | No | |
| 475 | 11.000000 | 1.6 | 6.1 (6*79 + 1) | Apparel & Accessories > Jewelry | No |
These are the training products that have the "CPU" tag (processing sequence 2265). 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 |
|---|---|---|---|---|---|---|---|
| 3846 | The Intel 186 - The Lost Generation, The Lost Microprocessor | 505682 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles > Autographs | none | 493039 | none | |
| 3843 | The Intel 8080 - General Purpose Microcomputing | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 3844 | The Intel 8085 - The Chip That Built a Family | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 3845 | The Intel 8086/8 - The x86 Dynasty Begins | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 3817 | The Intel 286 - A Virtually Perfect Microprocessor | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 3828 | The Intel 386 - True Multitasking | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 3879 | Texas Instruments TMS9900 - First True 16-bit Microprocessor | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -6241 | TEXAS INSTRUMENTS | |
| 4173 | Item057: Apple CPU Cuff Links - Motorola, PowerPC, Canada | 475 | Apparel & Accessories > Jewelry | none | -12168 | none | |
| 4197 | Item061: IBM CPU Chip Pendant - IBM 4300 CPU FPGA Logic Chip - Single Chip | 0 | PENDANT | -12643 | none | ||
| 3832 | The Intel 486 - Bringing It All Together - 486 Chip Die | 0 | CHIP DIE | -12643 | none | ||
| 3847 | The Intel Pentium - A New Beginning | 0 | CHIP DIE | -12643 | none | ||
| 3814 | The IBM PowerPC - IBM's Microprocessor Revolution | 0 | FIRST OF A KIND | -12643 | GAMER, GAMING |