Fold 4 - Understanding why coefficient -4385742 was selected
Tag: LOGIC CHIP
Selected Coefficient: -4385742
Taxonomy Path: -1.1.18.12
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? |
|---|---|---|---|---|---|
| -4385742 | 3.000000 | -1.1.18.12 | -12.18.1.1 (-(12*71^3 + 18*71^2 + 71 + 1)) | Yes | |
| -368220 | 3.000000 | -14.3.2.1 | -1.2.3.14 (-(357911 + 2*71^2 + 3*71 + 14)) | No | |
| -5186 | 3.000000 | -3.2.1 | -1.2.3 (-(5041 + 2*71 + 3)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "LOGIC CHIP" tag (processing sequence 2540). 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 | 0 | SILICON WAFER | 4385742 | none | ||
| 4155 | ChipScapes Set #3: Computer Logic Chips (3 Ornaments) | -5186 | ORNAMENT, MOTOROLA | 4380556 | none | ||
| 3813 | Early Computer Chips - The Firsts - Logic Chips, SIlicon Wafer, Chip Dies, RTL, ECL, DTL, TTL, CMOS | -368220 | SILICON WAFER, GIFT | 4017522 | none | ||
| 3891 | Item004: Computer Chip Earrings - Logic Chip, Dangles, Round, Blue, Silver, TRW | -4385742 | EARRINGS, BLUE, SILVER, ROUND, DANGLES | 0 | none |