Fold 1 - Understanding why coefficient 8 was selected
Tag: GADGET
Selected Coefficient: 8
Taxonomy Path: 8
Taxonomy Name: Electronics
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? |
|---|---|---|---|---|---|
| 8 | 1.000000 | 8 | 8 (8) | Electronics | Yes |
| 653 | 1.000000 | 14.9 | 9.14 (9*71 + 14) | Home & Garden > Household Appliances | No |
These are the training products that have the "GADGET" tag (processing sequence 1256). 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 |
|---|---|---|---|---|---|---|---|
| 5077 | MOSQUITO DESTROYER LAMP | 653 | Home & Garden > Household Appliances | none | 645 | none | |
| 5100 | Gesture Control Drone | 8 | Electronics | none | 0 | none |