Fold 3 - Understanding why coefficient 5186 was selected
Tag: MAKING COMPUTER CHIPS
Selected Coefficient: 5186
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? |
|---|---|---|---|---|---|
| 5186 | 3.000000 | 3.2.1 | 1.2.3 (5041 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| -10227 | 5.000000 | -3.2.2 | -2.2.3 (-(2*71^2 + 2*71 + 3)) | No |
These are the training products that have the "MAKING COMPUTER CHIPS" tag (processing sequence 1631). 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 | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 4254 | Silicon Wafer - Making a Transistor - 3 Inch, Darlington | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 4261 | Silicon Wafer - Transistor - 2 Inch, PNP, Planar Transistor | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 3848 | Silicon Wafer - The Making of Computer Chips, Featuring the Amiga Gary, 5719 | 0 | MICROPROCESSOR | -5186 | none | ||
| 4262 | Silicon Wafer - What's in a Chip - The Integrated Circuit | 0 | TRANSISTOR | -5186 | none | ||
| 4251 | Silicon Wafer - Computer Chip Art - Star Trek, USS Enterprise, Hitchcock, Microprocessor, Rockwell, 4 Inch | -10227 | MICROPROCESSOR, ROCKWELL | -15413 | none |