Fold 1 - Understanding why coefficient 12643 was selected
Tag: 150MM
Selected Coefficient: 12643
Taxonomy Path: 3.2.2
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Collectibles
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 12643 | 1.000000 | 3.2.2 | 2.2.3 (2*79^2 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | Yes |
| 19045 | 1.000000 | 6.4.3 | 3.4.6 (3*79^2 + 4*79 + 6) | Business & Industrial > Construction > Raw Structural Components | No |
These are the training products that have the "150MM" tag (processing sequence 3219). 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 |
|---|---|---|---|---|---|---|---|
| 4266 | Silicon Wafer with DS83C950 Security Processors - 6 inch, Cyptographic, Java Ring, iButton, DS1954 | 19045 | Business & Industrial > Construction > Raw Structural Components | PROCESSOR WAFER | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none |
| 4179 | Silicon Wafer with RAM Memory Chips - 6 inch | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none |