Fold 4 - Understanding why coefficient 41833 was selected
Tag: AMI
Selected Coefficient: 41833
Taxonomy Path: 1.6.6
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 41833 | 0.000000 | 1.6.6 | 6.6.1 (6*83^2 + 6*83 + 1) | Yes |
These are the training products that have the "AMI" tag (processing sequence 1282). 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 |
|---|---|---|---|---|---|---|---|
| 4088 | Item037: Fiber Optic Communication Board Earrings - Red, Gold, & Silver | 41833 | none | 0 | EARRINGS, TELEPHONE | ||
| 4129 | Item047: Silicon Wafer Cell Phone Chip Earrings - Bronze & Rainbow Colors, Broadcom | 41833 | none | 0 | EARRINGS, TELEPHONE | ||
| 4249 | Item025: Silicon Wafer Communication Chip Earrings - Bronze & Rainbow Colors, AMI | 41833 | none | 0 | EARRINGS, TELEPHONE | ||
| 4250 | Item027: Silicon Wafer Communication Chip Earrings - Silver & Rainbow Colors, AMI | 41833 | none | 0 | EARRINGS, TELEPHONE |