Fold 1 - Understanding why coefficient 12643 was selected
Tag: CHIP DIE
Selected Coefficient: 12643
Taxonomy Path: 3.2.2
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Collectibles
Products with this tag: 5
Unique residual values tried: 3
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 | 1.000160 | 3.2.2 | 2.2.3 (2*79^2 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | Yes |
| 6402 | 1.000481 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "CHIP DIE" tag (processing sequence 1896). 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 |
|---|---|---|---|---|---|---|---|
| 3832 | The Intel 486 - Bringing It All Together - 486 Chip Die | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 3847 | The Intel Pentium - A New Beginning | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 3880 | The Transistor Chip - A Single Silicon Planar Transistor Computer Chip Die | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | TRANSISTOR | |
| 3850 | The Microprocessor - Chip Artwork With a Real Computer Chip - Motorola 6808 | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -6241 | none | |
| 4216 | Intel 4004 - The World's First Microprocessor - D4004 with 4004 Chip Die | 0 | FIRST OF A KIND | -12643 | none |