Fold 4 - Understanding why coefficient -10227 was selected
Tag: MAKING COMPUTER CHIPS
Selected Coefficient: -10227
Taxonomy Path: -3.2.2
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -10227 | 3.000000 | -3.2.2 | -2.2.3 (-(2*71^2 + 2*71 + 3)) | Yes | |
| -5041 | 3.000000 | -0.0.1 | -1.0.0 (-(5041)) | No | |
| -378447 | 4.000000 | -17.5.4.1 | -1.4.5.17 (-(357911 + 4*71^2 + 5*71 + 17)) | No |
These are the training products that have the "MAKING COMPUTER CHIPS" tag (processing sequence 1615). 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 |
|---|---|---|---|---|---|---|---|
| 3849 | Silicon Wafer - The Making of Computer Chips, Silicon Systems International SSI 374 | -5041 | SILICON WAFER | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | |
| 4261 | Silicon Wafer - Transistor - 2 Inch, PNP, Planar Transistor | -5041 | SILICON WAFER | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | |
| 4251 | Silicon Wafer - Computer Chip Art - Star Trek, USS Enterprise, Hitchcock, Microprocessor, Rockwell, 4 Inch | -10227 | MICROPROCESSOR, SILICON WAFER | 0 | none | ||
| 4262 | Silicon Wafer - What's in a Chip - The Integrated Circuit | -10227 | SILICON WAFER, TRANSISTOR | 0 | none | ||
| 3848 | Silicon Wafer - The Making of Computer Chips, Featuring the Amiga Gary, 5719 | -378447 | MICROPROCESSOR, SILICON WAFER, GRAPHICS | -368220 | none |