Fold 2 - Understanding why coefficient -197304179 was selected
Tag: LOGIC CHIP
Selected Coefficient: -197304179
Taxonomy Path: -20.15.14.5.5
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? |
|---|---|---|---|---|---|
| -197304179 | 3.000000 | -20.15.14.5.5 | -5.5.14.15.20 (-(5*79^4 + 5*79^3 + 14*79^2 + 15*79 + 20)) | Yes | |
| -197297777 | 3.000000 | -17.13.13.5.5 | -5.5.13.13.17 (-(5*79^4 + 5*79^3 + 13*79^2 + 13*79 + 17)) | No | |
| -197266250 | 3.000000 | -11.9.8.5.5 | -5.5.8.9.11 (-(5*79^4 + 5*79^3 + 8*79^2 + 9*79 + 11)) | No | |
| 12643 | 3.000000 | 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 3234). 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 | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 197316822 | none | |
| 3813 | Early Computer Chips - The Firsts - Logic Chips, SIlicon Wafer, Chip Dies, RTL, ECL, DTL, TTL, CMOS | -197266250 | GIFT | 37929 | none | ||
| 4182 | Decades of Technology - Relays to Microcomputers | -197297777 | MICROPROCESSOR, GIFT, TRANSISTOR | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | |
| 4153 | ChipScapes Set #1: Art with Computer Chips (3 Ornaments) | -197304179 | ORNAMENT, MICROPROCESSOR, GIFT, MEMORY | 0 | none |