Fold 0 - Understanding why coefficient 368220 was selected
Tag: TELEPHONE
Selected Coefficient: 368220
Taxonomy Path: 14.3.2.1
Taxonomy Name: Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 368220 | 2.000000 | 14.3.2.1 | 1.2.3.14 (357911 + 2*71^2 + 3*71 + 14) | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | Yes |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 10227 | 3.000000 | 3.2.2 | 2.2.3 (2*71^2 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | No |
These are the training products that have the "TELEPHONE" tag (processing sequence 213). 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 |
|---|---|---|---|---|---|---|---|
| 4129 | Item047: Silicon Wafer Cell Phone Chip Earrings - Bronze & Rainbow Colors, Broadcom | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | EARRINGS, SILICON WAFER, COMMUNICATION | 0 | none | |
| 4250 | Item027: Silicon Wafer Communication Chip Earrings - Silver & Rainbow Colors, AMI | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | EARRINGS, SILICON WAFER, COMMUNICATION | 0 | none | |
| 4152 | ChipScapes Set #12: Art with Chips, Series 2 (3 Ornaments) | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | MICROPROCESSOR, ORNAMENT, GIFT, MICROCOMPUTER | -357993 | none | |
| 4258 | Item026: Silicon Wafer Telephone Circuit Pendant - Silver & Rainbow Colors, AMI | 0 | PENDANT, SILICON WAFER, GIFT, COMMUNICATION | -368220 | none |