Fold 2 - Understanding why coefficient -50571 was selected
Tag: TELEPHONE
Selected Coefficient: -50571
Taxonomy Path: -11.8.8
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? |
|---|---|---|---|---|---|
| -50571 | 2.000000 | -11.8.8 | -8.8.11 (-(8*79^2 + 8*79 + 11)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 31680 | 2.000000 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
These are the training products that have the "TELEPHONE" tag (processing sequence 4157). 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 |
|---|---|---|---|---|---|---|---|
| 4250 | Item027: Silicon Wafer Communication Chip Earrings - Silver & Rainbow Colors, AMI | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | EARRINGS, AMI | 82251 | Hardware > Tool Accessories > Measuring Tool & Sensor Accessories | none |
| 4258 | Item026: Silicon Wafer Telephone Circuit Pendant - Silver & Rainbow Colors, AMI | 0 | RAM, PENDANT, AMI | 50571 | none | ||
| 4152 | ChipScapes Set #12: Art with Chips, Series 2 (3 Ornaments) | -50571 | ORNAMENT, CPU, SAMSUNG | 0 | none |