Fold 2 - Understanding why coefficient 12643 was selected
Tag: TRANSISTOR
Selected Coefficient: 12643
Taxonomy Path: 3.2.2
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Collectibles
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 12643 | 2.000160 | 3.2.2 | 2.2.3 (2*79^2 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | Yes |
| 6402 | 2.000320 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | No |
| -197285134 | 4.000000 | -14.11.11.5.5 | -5.5.11.11.14 (-(5*79^4 + 5*79^3 + 11*79^2 + 11*79 + 14)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "TRANSISTOR" tag (processing sequence 2926). 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 |
|---|---|---|---|---|---|---|---|
| 3812 | The Field Effect Transistor FET - Putting on the Squeeze | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 3867 | The Point Contact Transistor - The First Solid State Switch - Western Electric 2N110 | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 3871 | The Solid State Transistor - The Planar Transistor | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -6241 | none | |
| 4262 | Silicon Wafer - What's in a Chip - The Integrated Circuit | 0 | MAKING COMPUTER CHIPS | -12643 | none | ||
| 4182 | Decades of Technology - Relays to Microcomputers | -197285134 | MICROPROCESSOR, GIFT | -197297777 | LOGIC CHIP |