Fold 3 - Understanding why coefficient 6402 was selected
Tag: MAKING COMPUTER CHIPS
Selected Coefficient: 6402
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 6402 | 1.000160 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| 12643 | 1.000641 | 3.2.2 | 2.2.3 (2*79^2 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | No |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "MAKING COMPUTER CHIPS" tag (processing sequence 2342). 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 |
|---|---|---|---|---|---|---|---|
| 3848 | Silicon Wafer - The Making of Computer Chips, Featuring the Amiga Gary, 5719 | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 6241 | none | |
| 3849 | Silicon Wafer - The Making of Computer Chips, Silicon Systems International SSI 374 | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | PROCESSOR WAFER | |
| 4254 | Silicon Wafer - Making a Transistor - 3 Inch, Darlington | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 4261 | Silicon Wafer - Transistor - 2 Inch, PNP, Planar Transistor | 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 | TRANSISTOR, PROCESSOR WAFER | |
| 4251 | Silicon Wafer - Computer Chip Art - Star Trek, USS Enterprise, Hitchcock, Microprocessor, Rockwell, 4 Inch | 0 | ROCKWELL | -6402 | PROCESSOR WAFER |