Fold 3 - Understanding why coefficient -4279042 was selected
Tag: LOGIC CHIP
Selected Coefficient: -4279042
Taxonomy Path: -14.60.67.11
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -4279042 | 3.000000 | -14.60.67.11 | -11.67.60.14 (-(11*71^3 + 67*71^2 + 60*71 + 14)) | Yes | |
| -10227 | 3.000000 | -3.2.2 | -2.2.3 (-(2*71^2 + 2*71 + 3)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 10227 | 3.000000 | 3.2.2 | 2.2.3 (2*71^2 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | No |
These are the training products that have the "LOGIC CHIP" tag (processing sequence 2535). 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 |
|---|---|---|---|---|---|---|---|
| 4244 | Rare 1960s 1.6" Silicon Wafer - Mullard FCH211 NAND/NOR Sextuple Inverter - 39mm | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 4289269 | none | |
| 4182 | Decades of Technology - Relays to Microcomputers | 0 | MICROPROCESSOR, TRANSISTOR, MICROCOMPUTER | 4279042 | none | ||
| 4153 | ChipScapes Set #1: Art with Computer Chips (3 Ornaments) | -10227 | MICROPROCESSOR, ORNAMENT | 4268815 | none | ||
| 3891 | Item004: Computer Chip Earrings - Logic Chip, Dangles, Round, Blue, Silver, TRW | -4279042 | EARRINGS, BLUE, SILVER, ROUND, DANGLES | 0 | none |