Fold 4 - Understanding why coefficient -41833 was selected
Tag: TELEPHONE
Selected Coefficient: -41833
Taxonomy Path: -1.6.6
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -41833 | 2.000000 | -1.6.6 | -6.6.1 (-(6*83^2 + 6*83 + 1)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "TELEPHONE" tag (processing sequence 3463). 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 |
|---|---|---|---|---|---|---|---|
| 4152 | ChipScapes Set #12: Art with Chips, Series 2 (3 Ornaments) | 0 | ORNAMENT | 41833 | CPU, SAMSUNG | ||
| 22153 | Paw Talk Dog Toy | 0 | PLAY | 41833 | none | ||
| 4088 | Item037: Fiber Optic Communication Board Earrings - Red, Gold, & Silver | -41833 | AMI, EARRINGS | 0 | none | ||
| 4129 | Item047: Silicon Wafer Cell Phone Chip Earrings - Bronze & Rainbow Colors, Broadcom | -41833 | AMI, EARRINGS | 0 | none | ||
| 4249 | Item025: Silicon Wafer Communication Chip Earrings - Bronze & Rainbow Colors, AMI | -41833 | AMI, EARRINGS | 0 | none | ||
| 4250 | Item027: Silicon Wafer Communication Chip Earrings - Silver & Rainbow Colors, AMI | -41833 | AMI, EARRINGS | 0 | none |