Fold 4 - 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: 4
Unique residual values tried: 1
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 | 0.000000 | 3.2.2 | 2.2.3 (2*79^2 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | Yes |
These are the training products that have the "CHIP DIE" tag (processing sequence 964). 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 | FRAMED ARTWORK, CPU | |
| 3847 | The Intel Pentium - A New Beginning | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | FRAMED ARTWORK, CPU | |
| 3880 | The Transistor Chip - A Single Silicon Planar Transistor Computer Chip Die | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | FRAMED ARTWORK, TRANSISTOR | |
| 4216 | Intel 4004 - The World's First Microprocessor - D4004 with 4004 Chip Die | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | FIRST OF A KIND, FRAMED ARTWORK |