Fold 1 - Understanding why coefficient -6241 was selected
Tag: CHIP DIE
Selected Coefficient: -6241
Taxonomy Path: -0.0.1
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -6241 | 1.000160 | -0.0.1 | -1.0.0 (-(6241)) | Yes | |
| 0 | 1.000160 | 0 | 0 (0) | No | |
| 12643 | 2.000000 | 3.2.2 | 2.2.3 (2*79^2 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | No |
These are the training products that have the "CHIP DIE" tag (processing sequence 83). 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 |
|---|---|---|---|---|---|---|---|
| 3880 | The Transistor Chip - A Single Silicon Planar Transistor Computer Chip Die | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 18884 | TRANSISTOR | |
| 3847 | The Intel Pentium - A New Beginning | 0 | MICROPROCESSOR | 6241 | none | ||
| 3850 | The Microprocessor - Chip Artwork With a Real Computer Chip - Motorola 6808 | -6241 | MICROPROCESSOR | 0 | none |