Fold 2 - Understanding why coefficient -40985364 was selected
Tag: GADGET
Selected Coefficient: -40985364
Taxonomy Path: -6.9.10.4.1
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? |
|---|---|---|---|---|---|
| -40985364 | 2.000000 | -6.9.10.4.1 | -1.4.10.9.6 (-(38950081 + 4*79^3 + 10*79^2 + 9*79 + 6)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 8 | 2.000000 | 8 | 8 (8) | Electronics | No |
These are the training products that have the "GADGET" tag (processing sequence 1475). 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 |
|---|---|---|---|---|---|---|---|
| 5100 | Gesture Control Drone | 8 | Electronics | none | 40985372 | none | |
| 5078 | Portable Leather USB Bracelet Charging Cable | 0 | BEST | 40985364 | none | ||
| 5079 | PORTABLE ROLL UP PIANO FOR PIANISTS AND BEGINNERS | -40985364 | ALL | 0 | none |