Fold 0 - Understanding why coefficient -12643 was selected
Tag: LOGIC CHIP
Selected Coefficient: -12643
Taxonomy Path: -3.2.2
Taxonomy Name:
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 | 3.000000 | -3.2.2 | -2.2.3 (-(2*79^2 + 2*79 + 3)) | Yes | |
| 0 | 3.012658 | 0 | 0 (0) | No | |
| 5928555 | 3.012658 | 0.74.1.12 | 12.1.74.0 (12*79^3 + 6241 + 74*79) | No | |
| 12643 | 4.000000 | 3.2.2 | 2.2.3 (2*79^2 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | No |
These are the training products that have the "LOGIC CHIP" tag (processing sequence 3323). 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 |
|---|---|---|---|---|---|---|---|
| 3891 | Item004: Computer Chip Earrings - Logic Chip, Dangles, Round, Blue, Silver, TRW | 5928555 | EARRINGS, ROUND | 5941198 | DANGLES | ||
| 3813 | Early Computer Chips - The Firsts - Logic Chips, SIlicon Wafer, Chip Dies, RTL, ECL, DTL, TTL, CMOS | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 25286 | none | |
| 4155 | ChipScapes Set #3: Computer Logic Chips (3 Ornaments) | 0 | ORNAMENT | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | |
| 4153 | ChipScapes Set #1: Art with Computer Chips (3 Ornaments) | -12643 | ORNAMENT, MICROPROCESSOR | 0 | none | ||
| 4182 | Decades of Technology - Relays to Microcomputers | -12643 | MICROPROCESSOR, MICROCOMPUTER, TRANSISTOR | 0 | none |