Fold 1 - Understanding why coefficient 6402 was selected
Tag: TRANSISTOR
Selected Coefficient: 6402
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
Products with this tag: 5
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 6402 | 1.000000 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "TRANSISTOR" tag (processing sequence 1976). 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 |
|---|---|---|---|---|---|---|---|
| 3871 | The Solid State Transistor - The Planar Transistor | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 4182 | Decades of Technology - Relays to Microcomputers | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 4262 | Silicon Wafer - What's in a Chip - The Integrated Circuit | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | MAKING COMPUTER CHIPS, PROCESSOR WAFER | |
| 4273 | The Bipolar Junction Transistor - An Electronic Valve | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 3880 | The Transistor Chip - A Single Silicon Planar Transistor Computer Chip Die | 0 | CHIP DIE | -6402 | none |