Fold 4 - Understanding why coefficient 5041 was selected
Tag: LOGIC CHIP
Selected Coefficient: 5041
Taxonomy Path: 0.0.1
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 5041 | 1.000198 | 0.0.1 | 1.0.0 (5041) | Yes | |
| 0 | 1.000397 | 0 | 0 (0) | No | |
| 15 | 3.000000 | 15 | 15 (15) | Luggage & Bags | No |
These are the training products that have the "LOGIC CHIP" tag (processing sequence 1468). 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 |
|---|---|---|---|---|---|---|---|
| 3813 | Early Computer Chips - The Firsts - Logic Chips, SIlicon Wafer, Chip Dies, RTL, ECL, DTL, TTL, CMOS | 5041 | PROCESSOR WAFER | 0 | none | ||
| 4244 | Rare 1960s 1.6" Silicon Wafer - Mullard FCH211 NAND/NOR Sextuple Inverter - 39mm | 5041 | PROCESSOR WAFER | 0 | none | ||
| 3891 | Item004: Computer Chip Earrings - Logic Chip, Dangles, Round, Blue, Silver, TRW | 15 | Luggage & Bags | EARRINGS, ROUND, DANGLES | -5026 | none | |
| 4155 | ChipScapes Set #3: Computer Logic Chips (3 Ornaments) | 0 | ORNAMENT | -5041 | none |