Fold 1 - Understanding why coefficient 324 was selected
Tag: DAKOTA ALERT 4000 SERIES
Selected Coefficient: 324
Taxonomy Path: 8.4
Taxonomy Name: Electronics > Communications
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 324 | 0.000160 | 8.4 | 4.8 (4*79 + 8) | Electronics > Communications | Yes |
| 19047 | 0.000160 | 8.4.3 | 3.4.8 (3*79^2 + 4*79 + 8) | Electronics > Communications > Communication Radio Accessories | No |
These are the training products that have the "DAKOTA ALERT 4000 SERIES" tag (processing sequence 3119). 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 |
|---|---|---|---|---|---|---|---|
| 21372 | Dakota Alert 4000 Universal Transmitter | 19047 | Electronics > Communications > Communication Radio Accessories | none | 18723 | none | |
| 21363 | Dakota Alert 4000 Probe Alert Kit and Receiver with Relays, 250' | 324 | Electronics > Communications | none | 0 | none |