Fold 3 - Understanding why coefficient 8 was selected
Tag: GADGET
Selected Coefficient: 8
Taxonomy Path: 8
Taxonomy Name: Electronics
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? |
|---|---|---|---|---|---|
| 8 | 1.012658 | 8 | 8 (8) | Electronics | Yes |
| 166 | 1.012658 | 8.2 | 2.8 (2*79 + 8) | Electronics > Audio | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "GADGET" tag (processing sequence 3047). 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 |
|---|---|---|---|---|---|---|---|
| 5079 | PORTABLE ROLL UP PIANO FOR PIANISTS AND BEGINNERS | 166 | Electronics > Audio | none | 158 | none | |
| 5100 | Gesture Control Drone | 8 | Electronics | none | 0 | none | |
| 5090 | Data Protection Stamp | 0 | BEST | -8 | none |