Fold 4 - Understanding why coefficient -5041 was selected
Tag: 150MM
Selected Coefficient: -5041
Taxonomy Path: -0.0.1
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 2
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 | 2.000000 | -0.0.1 | -1.0.0 (-(5041)) | Yes | |
| 10227 | 3.000000 | 3.2.2 | 2.2.3 (2*71^2 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | No |
These are the training products that have the "150MM" tag (processing sequence 153). 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 |
|---|---|---|---|---|---|---|---|
| 4179 | Silicon Wafer with RAM Memory Chips - 6 inch | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 15268 | none | |
| 4180 | Silicon Wafer with Communication Chips - 6 inch, Ethernet | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 15268 | none | |
| 4255 | Silicon Wafer with Microprocessor Chips - 6 inch | -5041 | MICROPROCESSOR | 0 | PROCESSOR WAFER | ||
| 4266 | Silicon Wafer with DS83C950 Security Processors - 6 inch, Cyptographic, Java Ring, iButton, DS1954 | -5041 | MICROPROCESSOR | 0 | PROCESSOR WAFER | ||
| 4268 | Silicon Wafer with Rockwell Microprocessor Chips - 4 inch - Aloha | -5041 | MICROPROCESSOR | 0 | PROCESSOR WAFER |