Fold 0 - Understanding why coefficient -31680 was selected
Tag: COMMUNICATION
Selected Coefficient: -31680
Taxonomy Path: -1.6.5
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -31680 | 1.000000 | -1.6.5 | -5.6.1 (-(5*79^2 + 6*79 + 1)) | Yes | |
| 6419 | 3.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
These are the training products that have the "COMMUNICATION" tag (processing sequence 2292). 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 |
|---|---|---|---|---|---|---|---|
| 14090 | St Gabriel Clip - Patron Saint of Messengers, Communication | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 38099 | none | |
| 4085 | Item033: Pool Circuit Board Pendant - Silver, Blue, Gold, Summer | -31680 | ECB, PENDANT | 0 | none | ||
| 4118 | Item044: Smartcard Chip Antenna Pendant - Bronze and Gold | -31680 | ANTENNA, PENDANT | 0 | none | ||
| 4258 | Item026: Silicon Wafer Telephone Circuit Pendant - Silver & Rainbow Colors, AMI | -31680 | AMI, PENDANT | 0 | none |