Fold 4 - Understanding why coefficient -10227 was selected
Tag: PENTIUM
Selected Coefficient: -10227
Taxonomy Path: -3.2.2
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? |
|---|---|---|---|---|---|
| -10227 | 2.000000 | -3.2.2 | -2.2.3 (-(2*71^2 + 2*71 + 3)) | Yes | |
| -5041 | 2.000198 | -0.0.1 | -1.0.0 (-(5041)) | No | |
| 0 | 2.000198 | 0 | 0 (0) | No |
These are the training products that have the "PENTIUM" tag (processing sequence 1436). 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 |
|---|---|---|---|---|---|---|---|
| 4226 | Intel Generations - The First Generation, 4004 to the Pentium-Pro | 0 | MICROPROCESSOR | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | |
| 4225 | Intel Generations - The Next Generation - Pentium II to Itanium | -5041 | MICROPROCESSOR | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | |
| 4150 | ChipScapes Set #10: Mixed Types - Silicon Wafer, Computer Circuit Board, Chip Traces (3 Ornaments) | -10227 | MICROPROCESSOR, ORNAMENT | 0 | none | ||
| 4151 | ChipScapes Set #11: Mixed Types - Intel Flip Chip, IBM System/370 Assembly, Art with Chip, (3 Ornaments) | -10227 | MICROPROCESSOR, ORNAMENT | 0 | none |