Fold 1 - 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: 4
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 |
| -12643 | 3.000000 | -3.2.2 | -2.2.3 (-(2*79^2 + 2*79 + 3)) | No |
These are the training products that have the "MAKING COMPUTER CHIPS" tag (processing sequence 1985). 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 |
|---|---|---|---|---|---|---|---|
| 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 | |
| 3848 | Silicon Wafer - The Making of Computer Chips, Featuring the Amiga Gary, 5719 | -12643 | MICROPROCESSOR, MEMORY | -19045 | none |