Fold 0 - Understanding why coefficient -5041 was selected
Tag: PENTIUM
Selected Coefficient: -5041
Taxonomy Path: -0.0.1
Taxonomy Name:
Products with this tag: 3
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 | 1.000198 | 0 | 0 (0) | No | |
| -378447 | 2.000000 | -17.5.4.1 | -1.4.5.17 (-(357911 + 4*71^2 + 5*71 + 17)) | No |
These are the training products that have the "PENTIUM" tag (processing sequence 155). 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 |
|---|---|---|---|---|---|---|---|
| 4229 | Intel Mobile Pentium Microprocessor | 0 | MICROPROCESSOR | 5041 | none | ||
| 4225 | Intel Generations - The Next Generation - Pentium II to Itanium | -5041 | MICROPROCESSOR | 0 | none | ||
| 4151 | ChipScapes Set #11: Mixed Types - Intel Flip Chip, IBM System/370 Assembly, Art with Chip, (3 Ornaments) | -378447 | MICROPROCESSOR, ORNAMENT, GIFT | -373406 | none |